Massimo Vecchio

Collaborator

Massimo Vecchio received the Laurea degree in Computer Engineering (Magna cum Laude) from the University of Pisa (Italy) and the Ph.D. degree in Computer Science and Engineering (with Doctor Europaeus mention) from IMT Lucca Institute for Advanced Studies (Italy) in 2005 and 2009, respectively. His research background is on computational and artificial intelligence techniques, such as metaheuristics for global optimization and fuzzy logic. During his Ph.D. degree, his research interests moved towards power-efficient engineering and application designs for pervasive systems and devices. From October 2008 to March 2010, he worked as a research engineer at INRIA-Saclay (France). Then, he joined the Signal Processing in Communications group at the University of Vigo (Spain) as a post-doctoral researcher. Upon his return to Italy (October 2012), he worked as a senior researcher at CREATE-NET, within the "Smart Internet of Things (RIoT)" research unit, mainly in the field of Internet of Things devices and resources virtualization. Starting from May 2015, he is an associate professor at the eCampus University (Italy), while recently he also joined back FBK CREATE-NET to coordinate the research activities of the OpenIoT area. His current research interests include computational intelligence and soft computing techniques, the Internet of Things paradigm and power-aware engineering designs and solutions for constrained and embedded devices. Regarding his most recent editorial activity, he is a member of the editorial board of the Applied Soft Computing journal and the managing editor of the IEEE IoT newsletters.


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CONTACT INFORMATION:

PUBLICATIONS

  • D. Alberto and A. Carrascal, “A multiclassifier approach for drill wear prediction,” in International workshop on machine learning and data mining in pattern recognition, 2012, p. 617–630.
    [Bibtex] 
    @inproceedings{diez2012multiclassifier,
title={A multiclassifier approach for drill wear prediction},
author={Diez-Olivan Alberto and Carrascal, Alberto},
booktitle={International Workshop on Machine Learning and Data Mining in Pattern Recognition},
pages={617--630},
year={2012},
organization={Springer, Berlin, Heidelberg}
}
  • A. Carrascal, A. Diez-Olivan, and A. Azpeitia, “Unsupervised methods for anomalies detection through intelligent monitoring systems,” in International conference on hybrid artificial intelligence systems, 2009, p. 137–144.
    [Bibtex] 
    @inproceedings{carrascal2009unsupervised,
title={Unsupervised methods for anomalies detection through intelligent monitoring systems},
author={Carrascal, Alberto and Diez-Olivan, Alberto and Azpeitia, Ander},
booktitle={International Conference on Hybrid Artificial Intelligence Systems},
pages={137--144},
year={2009},
organization={Springer, Berlin, Heidelberg}
}
  • D. Alberto, N. L. D. Khoa, M. M. Alamdari, Y. Wang, F. Chen, and P. Runcie, “A clustering approach for structural health monitoring on bridges,” Journal of civil structural health monitoring, p. 1–17, 2016.
    [Bibtex] 
    @article{diez2016clustering,
title={A clustering approach for structural health monitoring on bridges},
author={Diez-Olivan Alberto and Khoa, Nguyen Lu Dang and Alamdari, Mehrisadat Makki and Wang, Yang and Chen, Fang and Runcie, Peter},
journal={Journal of Civil Structural Health Monitoring},
pages={1--17},
year={2016},
publisher={Springer Berlin Heidelberg}
}
  • D. F. M. A. . . J. M. . . D. Carrascal A., “Generación evolutiva de bases de conocimiento difusas para el diagnóstico de sistemas ferroviarios monitorizados,” Mantenimiento: ingenier\’\ia industrial y de edificios, iss. 234, p. 13–17, 2010.
    [Bibtex] 
    @article{carrascal2010generacion,
title={Generaci{\'o}n evolutiva de bases de conocimiento difusas para el diagn{\'o}stico de sistemas ferroviarios monitorizados},
author={Carrascal, A., Diez-Olivan A., Font, J.M., Manrique, D.},
journal={Mantenimiento: ingenier{\'\i}a industrial y de edificios},
number={234},
pages={13--17},
year={2010},
publisher={Puntex S. A.}
}
  • N. Galarza, B. Rubio, D. Alberto, F. Boto, D. Gil, J. Rubio, E. Moreno, and others, “Implementation of signal processing methods in a structural health monitoring (shm) system based on ultrasonic guided waves for defect detection in different materials and structures,” The e-journal of nondestructive testing & ultrasonics, 2016.
    [Bibtex] 
    @article{galarza2016implementation,
title={Implementation of Signal Processing Methods in a Structural Health Monitoring (SHM) System based on Ultrasonic Guided Waves for Defect Detection in Different Materials and Structures},
author={Galarza, Nekane and Rubio, Benjam{\'\i}n and Diez-Olivan Alberto and Boto, Fernando and Gil, Daniel and Rubio, Jokin and Moreno, Eduardo and others},
journal={The e-Journal of Nondestructive Testing \& Ultrasonics},
year={2016}
}
  • A. Diez-Olivan, J. A. Pagan, R. Sanz, and B. Sierra, “Data-driven prognostics using a combination of constrained k-means clustering, fuzzy modeling and lof-based score,” Neurocomputing, vol. 241, p. 97–107, 2017.
    [Bibtex] 
    @article{diez2017data,
title={Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score},
author={Diez-Olivan, Alberto and Pagan, Jose A and Sanz, Ricardo and Sierra, Basilio},
journal={Neurocomputing},
volume={241},
pages={97--107},
year={2017},
publisher={Elsevier}
}
  • A. Diez-Olivan, M. Penalva, F. Veiga, L. Deitert, R. Sanz, and B. Sierra, “Kernel density-based pattern classification in blind fasteners installation,” in Hybrid artificial intelligent systems, 2017, p. 195.
    [Bibtex] 
    @inproceedings{diez2017kernel,
title={Kernel density-based pattern classification in blind fasteners installation},
author={Diez-Olivan, Alberto and Penalva, Mariluz and Veiga, Fernando and Deitert, Lutz and Sanz, Ricardo and Sierra, Basilio},
booktitle={Hybrid Artificial Intelligent Systems},
pages={195},
year={2017},
organization={Springer}
}
  • T. Smith, D. A, N. Barrena, J. Azpiazu, and A. J. Ibarbia, “Remote maintenance support in the railway industry,” in Joint virtual reality conference (jvrc2011), 2011, p. 20–21.
    [Bibtex] 
    @inproceedings{smith2011remote,
title={Remote maintenance support in the railway industry},
author={Smith, Tim and Diez-Olivan A and Barrena, Nagore and Azpiazu, J and Ibarbia, J Agirre},
booktitle={Joint Virtual Reality Conference (JVRC2011)},
pages={20--21},
year={2011}
}
  • A. Diez-Olivan, J. A. Pagan, N. L. D. Khoa, R. Sanz, and B. Sierra, “Kernel-based support vector machines for automated health status assessment in monitoring sensor data,” The international journal of advanced manufacturing technology, vol. 95, iss. 1-4, p. 327–340, 2018.
    [Bibtex] 
    @article{diez2018kernel,
title={Kernel-based support vector machines for automated health status assessment in monitoring sensor data},
author={Diez-Olivan, Alberto and Pagan, Jose A and Khoa, Nguyen Lu Dang and Sanz, Ricardo and Sierra, Basilio},
journal={The International Journal of Advanced Manufacturing Technology},
volume={95},
number={1-4},
pages={327--340},
year={2018},
publisher={Springer London}
}
  • J. Azpiazu, S. Siltanen, P. Multanen, A. Mäkiranta, N. Barrena, A. Diez-Olivan, J. Agirre, and T. Smith, “Remote support for maintenance tasks by the use of augmented reality: the manuvar project,” in Carvi 2011: ix congress on virtual reality applications, 2011, p. 1–6.
    [Bibtex] 
    @inproceedings{azpiazu2011remote,
title={Remote support for maintenance tasks by the use of Augmented Reality: the ManuVAR project},
author={Azpiazu, J and Siltanen, S and Multanen, Petteri and M{\"a}kiranta, Ari and Barrena, N and Diez-Olivan, A and Agirre, J and Smith, T},
booktitle={CARVI 2011: IX Congress on virtual reality applications},
pages={1--6},
year={2011},
organization={VTT}
}
  • M. Leva, A. Kay, T. Smith, D. A, J. Azpiazu, P. Liston, and S. Cromie, “The use of augmented reality to support maintenance: human factors issues and advantages,” in ‘irish ergonomics society annual conference 2011’, 2011, p. 37–47.
    [Bibtex] 
    @inproceedings{leva2011use,
title={The use of Augmented Reality to support maintenance: Human Factors issues and advantages},
author={Leva, M and Kay, AM and Smith, T and Diez-Olivan A and Azpiazu, J and Liston, P and Cromie, S},
booktitle={'Irish Ergonomics Society Annual Conference 2011’},
pages={37--47},
year={2011}
}
  • A. W. Colombo, J. Barata, L. Ribeiro, J. A. Ibarbia, and D. Alberto, “Una arquitectura orientada a servicios para la automatización flexible,” Imhe: información de máquinas-herramienta, equipos y accesorios, iss. 421, p. 32–39, 2015.
    [Bibtex] 
    @article{colombo2015arquitectura,
title={Una arquitectura orientada a servicios para la automatizaci{\'o}n flexible},
author={Colombo, Armando Walter and Barata, Jos{\'e} and Ribeiro, Luis and Ibarbia, Jon Agirre and Diez-Olivan Alberto},
journal={IMHE: Informaci{\'o}n de m{\'a}quinas-herramienta, equipos y accesorios},
number={421},
pages={32--39},
year={2015},
publisher={Ediciones T{\'e}cnicas Izaro}
}
  • A. Diez-Olivan, X. Averós, R. Sanz, B. Sierra, and I. Estevez, “Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming,” Computers and electronics in agriculture, vol. 161, p. 141–150, 2019.
    [Bibtex] 
    @article{diez2019quantile,
title={Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming},
author={Diez-Olivan, Alberto and Aver{\'o}s, Xavier and Sanz, Ricardo and Sierra, Basilio and Estevez, Inma},
journal={Computers and Electronics in Agriculture},
volume={161},
pages={141--150},
year={2019},
publisher={Elsevier}
}
  • A. Carrascal, A. Diez-Olivan, J. Font, and D. Manrique, “Evolutionary generation of fuzzy knowledge bases for diagnosing monitored railway systems,” in 22nd international congress on condition monitoring and diagnostic engineering management (comadem 2009), 2009, p. 191–198.
    [Bibtex] 
    @inproceedings{carrascal2009evolutionary,
title={Evolutionary generation of fuzzy knowledge bases for diagnosing monitored railway systems},
author={Carrascal, A and Diez-Olivan, A and Font, JM and Manrique, D},
booktitle={22nd International congress on condition monitoring and diagnostic engineering management (COMADEM 2009)},
pages={191--198},
year={2009}
}
  • A. Diez-Olivan, J. A. Pagan, R. Sanz, and B. Sierra, “Deep evolutionary modeling of condition monitoring data in marine propulsion systems,” Soft computing, vol. 23, iss. 20, p. 9937–9953, 2019.
    [Bibtex] 
    @article{diez2019deep,
title={Deep evolutionary modeling of condition monitoring data in marine propulsion systems},
author={Diez-Olivan, Alberto and Pagan, Jose A and Sanz, Ricardo and Sierra, Basilio},
journal={Soft Computing},
volume={23},
number={20},
pages={9937--9953},
year={2019},
publisher={Springer Berlin Heidelberg}
}
  • A. Diez-Olivan, J. Del Ser, D. Galar, and B. Sierra, “Data fusion and machine learning for industrial prognosis: trends and perspectives towards industry 4.0,” Information fusion, vol. 50, p. 92–111, 2019.
    [Bibtex] 
    @article{diez2019data,
title={Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0},
author={Diez-Olivan, Alberto and Del Ser, Javier and Galar, Diego and Sierra, Basilio},
journal={Information Fusion},
volume={50},
pages={92--111},
year={2019},
publisher={Elsevier}
}
  • J. Camacho, F. Veiga, M. L. Penalva, A. Diez-Olivan, L. Deitert, and N. López de Lacalle, “On-line monitoring of blind fastener installation process,” Materials, vol. 12, iss. 7, p. 1157, 2019.
    [Bibtex] 
    @article{camacho2019line,
title={On-Line Monitoring of Blind Fastener Installation Process},
author={Camacho, Javier and Veiga, Fernando and Penalva, Mari Luz and Diez-Olivan, Alberto and Deitert, Lutz and L{\'o}pez de Lacalle, Norberto},
journal={Materials},
volume={12},
number={7},
pages={1157},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • P. Ortego, A. Diez-Olivan, J. Del Ser, F. Veiga, M. Penalva, and B. Sierra, “Evolutionary lstm-fcn networks for pattern classification in industrial processes,” Swarm and evolutionary computation, vol. 54, p. 100650, 2020.
    [Bibtex] 
    @article{ortego2020evolutionary,
title={Evolutionary LSTM-FCN networks for pattern classification in industrial processes},
author={Ortego, Patxi and Diez-Olivan, Alberto and Del Ser, Javier and Veiga, Fernando and Penalva, Mariluz and Sierra, Basilio},
journal={Swarm and Evolutionary Computation},
volume={54},
pages={100650},
year={2020},
publisher={Elsevier}
}
  • A. Diez-Olivan, “Machine learning for data-driven prognostics: methods and applications,” , 2017.
    [Bibtex] 
    @article{diez2017machine,
title={Machine Learning for Data-driven Prognostics: Methods and Applications},
author={Diez-Olivan, Alberto},
year={2017},
publisher={ETSI Industriales (UPM)}
}
  • M. Murua-Etxeberria, F. Veiga-Suarez, J. Ortega-Lalmolda, M. Penalva-Oscoz, and A. Diez-Olivan, “Machine learning-based analysis engine to identify critical in multi-stage processes: application to the installation of blind fasteners,” Dyna, vol. 95, iss. 5, p. 534–540, 2020.
    [Bibtex] 
    @article{murua2020machine,
title={Machine learning-based analysis engine to identify critical in multi-stage processes: application to the installation of blind fasteners},
author={Murua-Etxeberria, Maialen and Veiga-Suarez, Fernando and Ortega-Lalmolda, Juan-Antonio and Penalva-Oscoz, Mariluz and Diez-Olivan, Alberto},
journal={DYNA},
volume={95},
number={5},
pages={534--540},
year={2020},
publisher={FEDERACION ASOCIACIONES INGENIEROS INDUSTRIALES ESPANA ALAMEDA DE MAZARREDO~…}
}
  • P. Ortego, A. Diez-Olivan, J. Del Ser, and B. Sierra, “Data augmentation for industrial prognosis using generative adversarial networks,” in International conference on intelligent data engineering and automated learning, 2020, p. 113–122.
    [Bibtex] 
    @inproceedings{ortego2020data,
title={Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks},
author={Ortego, Patxi and Diez-Olivan, Alberto and Del Ser, Javier and Sierra, Basilio},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={113--122},
year={2020},
organization={Springer, Cham}
}
  • R. Carballedo, E. Osaba, P. Fernández, and A. Perallos, “A new evolutionary hybrid algorithm to solve demand responsive transportation problems,” in International symposium on distributed computing and artificial intelligence, 2011, p. 233–240.
    [Bibtex] 
    @inproceedings{carballedo2011new,
title={A new evolutionary hybrid algorithm to solve demand responsive transportation problems},
author={Carballedo, Roberto and Osaba, Eneko and Fern{\'a}ndez, Pablo and Perallos, Asier},
booktitle={International Symposium on Distributed Computing and Artificial Intelligence},
pages={233--240},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • E. Osaba, R. Carballedo, F. D{‘i}az, and A. Perallos, “Simulation tool based on a memetic algorithm to solve a real instance of a dynamic tsp,” in Proceedings of the iasted international conference applied simulation and modelling, 2012, p. 27–33.
    [Bibtex] 
    @inproceedings{osaba2012simulation,
title={Simulation tool based on a memetic algorithm to solve a real instance of a dynamic TSP},
author={Osaba, Eneko and Carballedo, Roberto and D{\'\i}az, Fernando and Perallos, Asier},
booktitle={Proceedings of the IASTED International Conference Applied Simulation and Modelling},
pages={27--33},
year={2012}
}
  • E. Osaba, R. Carballedo, F. Diaz, and A. Perallos, “Discussion related to” wang, c.-h., & lu j.-z.(2009). a hybrid genetic algorithm that optimizes capacitated vehicle routing problem. expert systems with applications, 36 (2), 2921-2936”,” Expert systems with applications, vol. 40, iss. 14, p. 5425–5426, 2013.
    [Bibtex] 
    @article{osaba2013discussion,
title={Discussion related to” Wang, C.-H., \& Lu J.-Z.(2009). A hybrid genetic algorithm that optimizes capacitated vehicle routing problem. Expert Systems with Applications, 36 (2), 2921-2936”},
author={Osaba, Eneko and Carballedo, Roberto and Diaz, Fernando and Perallos, Asier},
journal={Expert Systems with Applications},
volume={40},
number={14},
pages={5425--5426},
year={2013},
publisher={Pergamon}
}
  • E. Osaba and F. D{‘i}az, “Comparison of a memetic algorithm and a tabu search algorithm for the traveling salesman problem,” in 2012 federated conference on computer science and information systems (fedcsis), 2012, p. 131–136.
    [Bibtex] 
    @inproceedings{osaba2012comparison,
title={Comparison of a memetic algorithm and a tabu search algorithm for the traveling salesman problem},
author={Osaba, Eneko and D{\'\i}az, Fernando},
booktitle={2012 Federated Conference on Computer Science and Information Systems (FedCSIS)},
pages={131--136},
year={2012},
organization={IEEE}
}
  • E. Álvarez, E. Osaba, L. Villalón, and F. D{‘i}az, “An integrated production and distribution scheduling approach for exceptions handling,” in Advances in sustainable and competitive manufacturing systems, Springer, Heidelberg, 2013, p. 813–823.
    [Bibtex] 
    @incollection{alvarez2013integrated,
title={An Integrated Production and Distribution Scheduling Approach for Exceptions Handling},
author={{\'A}lvarez, Esther and Osaba, Eneko and Villal{\'o}n, Luis and D{\'\i}az, Fernando},
booktitle={Advances in Sustainable and Competitive Manufacturing Systems},
pages={813--823},
year={2013},
publisher={Springer, Heidelberg}
}
  • E. Osaba, F. Diaz, and E. Onieva, “A novel meta-heuristic based on soccer concepts to solve routing problems,” in Proceedings of the 15th annual conference companion on genetic and evolutionary computation, 2013, p. 1743–1744.
    [Bibtex] 
    @inproceedings{osaba2013novel,
title={A novel meta-heuristic based on soccer concepts to solve routing problems},
author={Osaba, Eneko and Diaz, Fernando and Onieva, Enrique},
booktitle={Proceedings of the 15th annual conference companion on Genetic and evolutionary computation},
pages={1743--1744},
year={2013}
}
  • E. Osaba and R. Carballedo, “A methodological proposal to eliminate ambiguities in the comparison of vehicle routing problem solving techniques.,” in Proceedings of the 4th international joint conference on computational intelligence., 2012, p. 310–313.
    [Bibtex] 
    @inproceedings{osaba2012methodological,
title={A Methodological Proposal to Eliminate Ambiguities in the Comparison of Vehicle Routing Problem Solving Techniques.},
author={Osaba, Eneko and Carballedo, Roberto},
booktitle={Proceedings of the 4th International Joint Conference on Computational Intelligence.},
pages={310--313},
year={2012}
}
  • E. Osaba, E. Onieva, R. Carballedo, F. Diaz, and A. Perallos, “An adaptive multi-crossover population algorithm for solving routing problems,” in Nature inspired cooperative strategies for optimization (nicso 2013), Springer, Cham, 2014, p. 113–124.
    [Bibtex] 
    @incollection{osaba2014adaptive,
title={An adaptive multi-crossover population algorithm for solving routing problems},
author={Osaba, Eneko and Onieva, Enrique and Carballedo, Roberto and Diaz, Fernando and Perallos, Asier},
booktitle={Nature Inspired Cooperative Strategies for Optimization (NICSO 2013)},
pages={113--124},
year={2014},
publisher={Springer, Cham}
}
  • E. Osaba, R. Carballedo, F. D{‘i}az, and A. Perallos, “Analysis of the suitability of using blind crossover operators in genetic algorithms for solving routing problems,” in 2013 ieee 8th international symposium on applied computational intelligence and informatics (saci), 2013, p. 17–22.
    [Bibtex] 
    @inproceedings{osaba2013analysis,
title={Analysis of the suitability of using blind crossover operators in genetic algorithms for solving routing problems},
author={Osaba, Eneko and Carballedo, Roberto and D{\'\i}az, Fernando and Perallos, Asier},
booktitle={2013 IEEE 8th International Symposium on Applied Computational Intelligence and Informatics (SACI)},
pages={17--22},
year={2013},
organization={IEEE}
}
  • E. Osaba, E. Onieva, F. Diaz, R. Carballedo, and A. Perallos, “Comments on “albayrak, m., & allahverdy n.(2011). development a new mutation operator to solve the traveling salesman problem by aid of genetic algorithms. expert systems with applications, 38 (3), 1313–1320”: a proposal of good practice,” Expert systems with applications, vol. 41, iss. 4, p. 1530–1531, 2014.
    [Bibtex] 
    @article{osaba2014comments,
title={Comments on “Albayrak, M., \& Allahverdy N.(2011). Development a new mutation operator to solve the Traveling Salesman Problem by aid of genetic algorithms. Expert Systems with Applications, 38 (3), 1313--1320”: A proposal of good practice},
author={Osaba, Eneko and Onieva, Enrique and Diaz, Fernando and Carballedo, Roberto and Perallos, Asier},
journal={Expert Systems with Applications},
volume={41},
number={4},
pages={1530--1531},
year={2014},
publisher={Pergamon}
}
  • E. Osaba, P. Fernández, R. Carballedo, and A. Perallos, “A metaheuristics based simulation tool to optimize demand responsive transportation systems.,” in Proceedings of the 6th international conference on software and database technologies 2. icsoft 2011., 2011, p. 384–389.
    [Bibtex] 
    @inproceedings{osaba2011metaheuristics,
title={A Metaheuristics based Simulation Tool to Optimize Demand Responsive Transportation Systems.},
author={Osaba, Eneko and Fern{\'a}ndez, Pablo and Carballedo, Roberto and Perallos, Asier},
booktitle={Proceedings of the 6th International Conference on Software and Database Technologies 2. ICSOFT 2011.},
pages={384--389},
year={2011}
}
  • E. Osaba, E. Onieva, R. Carballedo, F. Diaz, A. Perallos, and X. Zhang, “A multi-crossover and adaptive island based population algorithm for solving routing problems,” Journal of zhejiang university science c, vol. 14, iss. 11, p. 815–821, 2013.
    [Bibtex] 
    @article{osaba2013multi,
title={A multi-crossover and adaptive island based population algorithm for solving routing problems},
author={Osaba, Eneko and Onieva, Enrique and Carballedo, Roberto and Diaz, Fernando and Perallos, Asier and Zhang, Xiao},
journal={Journal of Zhejiang University SCIENCE C},
volume={14},
number={11},
pages={815--821},
year={2013},
publisher={Springer Berlin Heidelberg}
}
  • E. Onieva, E. Osaba, X. Zhang, and A. Perallos, “Gabf: genetic algorithm with base fitness for obtaining generality from partial results: study in autonomous intersection by fuzzy logic,” Applied intelligence, vol. 41, iss. 1, p. 1–12, 2014.
    [Bibtex] 
    @article{onieva2014gabf,
title={GABF: genetic algorithm with base fitness for obtaining generality from partial results: study in autonomous intersection by fuzzy logic},
author={Onieva, Enrique and Osaba, Eneko and Zhang, Xiao and Perallos, Asier},
journal={Applied intelligence},
volume={41},
number={1},
pages={1--12},
year={2014},
publisher={Springer US}
}
  • E. Osaba and F. Diaz, “Golden ball: a novel meta-heuristic to solve combinatorial optimization problems based on soccer concepts,” Applied intelligence, vol. 41, iss. 1, p. 145–166, 2014.
    [Bibtex] 
    @article{osaba2014golden,
title={Golden ball: a novel meta-heuristic to solve combinatorial optimization problems based on soccer concepts},
author={Osaba, Eneko and Diaz, Fernando},
journal={Applied Intelligence},
volume={41},
number={1},
pages={145--166},
year={2014},
publisher={Springer US}
}
  • E. Álvarez, L. Villalón, E. Osaba, and F. D{‘i}az, “Sistema integrado de planificación de la producción y distribución para la gestión de excepciones,” in Xvii congreso de ingenier\’\ia de organización (cio), 2013, p. 1007–1015.
    [Bibtex] 
    @inproceedings{alvarez2013sistema,
title={Sistema Integrado de Planificaci{\'o}n de la Producci{\'o}n y Distribuci{\'o}n para la Gesti{\'o}n de Excepciones},
author={{\'A}lvarez, Esther and Villal{\'o}n, Luis and Osaba, Eneko and D{\'\i}az, Fernando},
booktitle={XVII Congreso de Ingenier{\'\i}a de Organizaci{\'o}n (CIO)},
pages={1007--1015},
year={2013},
organization={Grupo INSISOC}
}
  • X. Zhang, E. Onieva, A. Perallos, E. Osaba, and V. C. Lee, “Hierarchical fuzzy rule-based system optimized with genetic algorithms for short term traffic congestion prediction,” Transportation research part c: emerging technologies, vol. 43, p. 127–142, 2014.
    [Bibtex] 
    @article{zhang2014hierarchical,
title={Hierarchical fuzzy rule-based system optimized with genetic algorithms for short term traffic congestion prediction},
author={Zhang, Xiao and Onieva, Enrique and Perallos, Asier and Osaba, Eneko and Lee, Victor CS},
journal={Transportation Research Part C: Emerging Technologies},
volume={43},
pages={127--142},
year={2014},
publisher={Pergamon}
}
  • E. Osaba, F. Diaz, R. Carballedo, E. Onieva, and A. Perallos, “Focusing on the golden ball meta-heuristic: an extended study on a wider set of problems,” The scientific world journal, 2014.
    [Bibtex] 
    @article{osaba2014focusing,
title={Focusing on the Golden Ball meta-heuristic: An extended study on a wider set of problems},
author={Osaba, E and Diaz, F and Carballedo, R and Onieva, E and Perallos, A},
journal={The Scientific World Journal},
year={2014},
publisher={Hindawi}
}
  • E. Osaba, R. Carballedo, F. Diaz, E. Onieva, P. Lopez, and A. Perallos, “On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the tsp,” in Ieee conference on evolving and adaptive intelligent systems, 2014.
    [Bibtex] 
    @inproceedings{osaba2014influence,
title={On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the TSP},
author={Osaba, E and Carballedo, R and Diaz, F and Onieva, E and Lopez, P and Perallos, A},
booktitle={IEEE Conference on Evolving and Adaptive Intelligent Systems},
year={2014},
organization={IEEE}
}
  • E. Osaba, R. Carballedo, F. Diaz, E. Onieva, and A. Perallos, “A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems,” in International joint conference soco’14-cisis’14-iceute’14, 2014, p. 31–40.
    [Bibtex] 
    @inproceedings{osaba2014proposal,
title={A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems},
author={Osaba, Eneko and Carballedo, Roberto and Diaz, Fernando and Onieva, Enrique and Perallos, Asier},
booktitle={International Joint Conference SOCO’14-CISIS’14-ICEUTE’14},
pages={31--40},
year={2014},
organization={Springer, Cham}
}
  • E. Osaba, F. Diaz, R. Carballedo, I. de la Iglesia, E. Onieva, and A. Perallos, “A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem,” in Proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation, 2014, p. 1471–1472.
    [Bibtex] 
    @inproceedings{osaba2014study,
title={A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem},
author={Osaba, Eneko and Diaz, Fernando and Carballedo, Roberto and de la Iglesia, Idoia and Onieva, Enrique and Perallos, Asier},
booktitle={Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation},
pages={1471--1472},
year={2014}
}
  • E. Osaba, F. Diaz, R. Carballedo, E. Onieva, and P. Lopez, “A study on the impact of heuristic initialization functions in a genetic algorithm solving the n-queens problem,” in Proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation, 2014, p. 1473–1474.
    [Bibtex] 
    @inproceedings{osaba2014study,
title={A study on the impact of heuristic initialization functions in a genetic algorithm solving the n-queens problem},
author={Osaba, Eneko and Diaz, Fernando and Carballedo, Roberto and Onieva, Enrique and Lopez, Pedro},
booktitle={Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation},
pages={1473--1474},
year={2014}
}
  • E. Osaba, R. Carballedo, F. Diaz, E. Onieva, I. De La Iglesia, and A. Perallos, “Crossover versus mutation: a comparative analysis of the evolutionary strategy of genetic algorithms applied to combinatorial optimization problems,” The scientific world journal, vol. 2014, 2014.
    [Bibtex] 
    @article{osaba2014crossover,
title={Crossover versus mutation: A comparative analysis of the evolutionary strategy of genetic algorithms applied to combinatorial optimization problems},
author={Osaba, E and Carballedo, R and Diaz, F and Onieva, E and De La Iglesia, I and Perallos, A},
journal={The Scientific World Journal},
volume={2014},
year={2014},
publisher={Hindawi}
}
  • E. Osaba, F. Diaz, E. Onieva, R. Carballedo, and A. Perallos, “Amcpa: a population metaheuristic with adaptive crossover probability and multi-crossover mechanism for solving combinatorial optimization problems,” International journal of artificial intelligence, vol. 12, iss. 2, p. 1–23, 2014.
    [Bibtex] 
    @article{osaba2014amcpa,
title={AMCPA: A population metaheuristic with adaptive crossover probability and multi-crossover mechanism for solving combinatorial optimization problems},
author={Osaba, Eneko and Diaz, Fernando and Onieva, Enrique and Carballedo, Roberto and Perallos, Asier},
journal={International Journal of Artificial Intelligence},
volume={12},
number={2},
pages={1--23},
year={2014}
}
  • E. Á? lvarez, F. D{‘i}az, and E. Osaba, “A multi–agent approach for dynamic production and distribution scheduling,” International journal of engineering management and economics, vol. 4, iss. 3-4, p. 229–248, 2014.
    [Bibtex] 
    @article{a2014multi,
title={A multi--agent approach for dynamic production and distribution scheduling},
author={{\'A}? lvarez, Esther and D{\'\i}az, Fernando and Osaba, Eneko},
journal={International Journal of Engineering Management and Economics},
volume={4},
number={3-4},
pages={229--248},
year={2014},
publisher={Inderscience Publishers}
}
  • E. Osaba, E. Onieva, F. Diaz, R. Carballedo, P. Lopez, and A. Perallos, “An asymmetric multiple traveling salesman problem with backhauls to solve a dial-a-ride problem,” in 2015 ieee 13th international symposium on applied machine intelligence and informatics (sami), 2015, p. 151–156.
    [Bibtex] 
    @inproceedings{osaba2015asymmetric,
title={An asymmetric multiple traveling salesman problem with backhauls to solve a dial-a-ride problem},
author={Osaba, E and Onieva, E and Diaz, F and Carballedo, R and Lopez, P and Perallos, A},
booktitle={2015 IEEE 13th International Symposium on Applied Machine Intelligence and Informatics (SAMI)},
pages={151--156},
year={2015},
organization={IEEE}
}
  • E. Osaba, F. Diaz, E. Onieva, P. López-Garc{‘i}a, R. Carballedo, and A. Perallos, “A parallel meta-heuristic for solving a multiple asymmetric traveling salesman problem with simulateneous pickup and delivery modeling demand responsive transport problems,” in International conference on hybrid artificial intelligence systems, 2015, p. 557–567.
    [Bibtex] 
    @inproceedings{osaba2015parallel,
title={A Parallel Meta-Heuristic for Solving a Multiple Asymmetric Traveling Salesman Problem with Simulateneous Pickup and Delivery Modeling Demand Responsive Transport Problems},
author={Osaba, Eneko and Diaz, Fernando and Onieva, Enrique and L{\'o}pez-Garc{\'\i}a, Pedro and Carballedo, Roberto and Perallos, Asier},
booktitle={International Conference on Hybrid Artificial Intelligence Systems},
pages={557--567},
year={2015},
organization={Springer, Cham}
}
  • E. Onieva, U. Hernández-Jayo, E. Osaba, A. Perallos, and X. Zhang, “A multi-objective evolutionary algorithm for the tuning of fuzzy rule bases for uncoordinated intersections in autonomous driving,” Information sciences, vol. 321, p. 14–30, 2015.
    [Bibtex] 
    @article{onieva2015multi,
title={A multi-objective evolutionary algorithm for the tuning of fuzzy rule bases for uncoordinated intersections in autonomous driving},
author={Onieva, Enrique and Hern{\'a}ndez-Jayo, Unai and Osaba, Eneko and Perallos, Asier and Zhang, Xiao},
journal={Information Sciences},
volume={321},
pages={14--30},
year={2015},
publisher={Elsevier}
}
  • E. Onieva, I. Santos, E. Osaba, H. Quintián, and E. Corchado, Hybrid artificial intelligent systems: 10th international conference, hais 2015, bilbao, spain, june 22-24, 2015, proceedingsSpringer, 2015.
    [Bibtex] 
    @misc{onieva2015hybrid,
title={Hybrid Artificial Intelligent Systems: 10th International Conference, HAIS 2015, Bilbao, Spain, June 22-24, 2015, Proceedings},
author={Onieva, Enrique and Santos, Igor and Osaba, Eneko and Quinti{\'a}n, H{\'e}ctor and Corchado, Emilio},
year={2015},
publisher={Springer}
}
  • E. Osaba, E. Onieva, F. Dia, R. Carballedo, P. Lopez, and A. Perallos, “A migration strategy for distributed evolutionary algorithms based on stopping non-promising subpopulations: a case study on routing problems,” International journal of artificial intelligence, vol. 13, iss. 2, p. 46–56, 2015.
    [Bibtex] 
    @article{osaba2015migration,
title={A migration strategy for distributed evolutionary algorithms based on stopping non-promising subpopulations: A case study on routing problems},
author={Osaba, Eneko and Onieva, Enrique and Dia, F and Carballedo, Roberto and Lopez, Pedro and Perallos, Asier},
journal={International Journal of Artificial Intelligence},
volume={13},
number={2},
pages={46--56},
year={2015}
}
  • P. Lopez-Garcia, E. Onieva, E. Osaba, A. D. Masegosa, and A. Perallos, “Hybridizing genetic algorithm with cross entropy for solving continuous functions,” in Proceedings of the companion publication of the 2015 annual conference on genetic and evolutionary computation, 2015, p. 763–764.
    [Bibtex] 
    @inproceedings{lopez2015hybridizing,
title={Hybridizing genetic algorithm with cross entropy for solving continuous functions},
author={Lopez-Garcia, Pedro and Onieva, Enrique and Osaba, Eneko and Masegosa, Antonio D and Perallos, Asier},
booktitle={Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation},
pages={763--764},
year={2015}
}
  • E. Onieva, E. Osaba, I. Angulo, A. Moreno, A. Bahillo, and A. Perallos, “Improvement of drug delivery routes through the adoption of multi-operator evolutionary algorithms and intelligent vans capable of reporting real-time incidents,” Ieee transactions on automation science and engineering, vol. 14, iss. 2, p. 1009–1019, 2015.
    [Bibtex] 
    @article{onieva2015improvement,
title={Improvement of drug delivery routes through the adoption of multi-operator evolutionary algorithms and intelligent vans capable of reporting real-time incidents},
author={Onieva, Enrique and Osaba, Eneko and Angulo, Ignacio and Moreno, Asier and Bahillo, Alfonso and Perallos, Asier},
journal={IEEE Transactions on Automation Science and Engineering},
volume={14},
number={2},
pages={1009--1019},
year={2015},
publisher={IEEE}
}
  • A. D. Masegosa, E. Onieva, P. Lopez-Garcia, E. Osaba, and A. Perallos, “An adaptive local search with prioritized tracking for dynamic environments,” International journal of computational intelligence systems, vol. 8, iss. 6, p. 1053–1075, 2015.
    [Bibtex] 
    @article{masegosa2015adaptive,
title={An adaptive local search with prioritized tracking for Dynamic Environments},
author={Masegosa, Antonio D and Onieva, Enrique and Lopez-Garcia, Pedro and Osaba, Eneko and Perallos, Asier},
journal={International Journal of Computational Intelligence Systems},
volume={8},
number={6},
pages={1053--1075},
year={2015},
publisher={Taylor \& Francis}
}
  • E. Osaba, X. Yang, F. Diaz, P. Lopez-Garcia, and R. Carballedo, “An improved discrete bat algorithm for symmetric and asymmetric traveling salesman problems,” Engineering applications of artificial intelligence, vol. 48, p. 59–71, 2016.
    [Bibtex] 
    @article{osaba2016improved,
title={An improved discrete bat algorithm for symmetric and asymmetric traveling salesman problems},
author={Osaba, Eneko and Yang, Xin-She and Diaz, Fernando and Lopez-Garcia, Pedro and Carballedo, Roberto},
journal={Engineering Applications of Artificial Intelligence},
volume={48},
pages={59--71},
year={2016},
publisher={Pergamon}
}
  • P. Lopez-Garcia, E. Onieva, E. Osaba, A. D. Masegosa, and A. Perallos, “A hybrid method for short-term traffic congestion forecasting using genetic algorithms and cross entropy,” Ieee transactions on intelligent transportation systems, vol. 17, iss. 2, p. 557–569, 2015.
    [Bibtex] 
    @article{lopez2015hybrid,
title={A hybrid method for short-term traffic congestion forecasting using genetic algorithms and cross entropy},
author={Lopez-Garcia, Pedro and Onieva, Enrique and Osaba, Eneko and Masegosa, Antonio D and Perallos, Asier},
journal={IEEE Transactions on Intelligent Transportation Systems},
volume={17},
number={2},
pages={557--569},
year={2015},
publisher={IEEE}
}
  • E. Osaba, R. Carballedo, X. Yang, and F. Diaz, “An evolutionary discrete firefly algorithm with novel operators for solving the vehicle routing problem with time windows,” in Nature-inspired computation in engineering, Springer, Cham, 2016, p. 21–41.
    [Bibtex] 
    @incollection{osaba2016evolutionary,
title={An evolutionary discrete firefly algorithm with novel operators for solving the vehicle routing problem with time windows},
author={Osaba, Eneko and Carballedo, Roberto and Yang, Xin-She and Diaz, Fernando},
booktitle={Nature-inspired computation in engineering},
pages={21--41},
year={2016},
publisher={Springer, Cham}
}
  • P. Lopez-Garcia, E. Onieva, E. Osaba, A. D. Masegosa, and A. Perallos, “Gace: a meta-heuristic based in the hybridization of genetic algorithms and cross entropy methods for continuous optimization,” Expert systems with applications, vol. 55, p. 508–519, 2016.
    [Bibtex] 
    @article{lopez2016gace,
title={GACE: A meta-heuristic based in the hybridization of Genetic Algorithms and Cross Entropy methods for continuous optimization},
author={Lopez-Garcia, Pedro and Onieva, Enrique and Osaba, Eneko and Masegosa, Antonio D and Perallos, Asier},
journal={Expert Systems with Applications},
volume={55},
pages={508--519},
year={2016},
publisher={Pergamon}
}
  • E. Osaba, X. Yang, F. Diaz, E. Onieva, A. D. Masegosa, and A. Perallos, “A discrete firefly algorithm to solve a rich vehicle routing problem modelling a newspaper distribution system with recycling policy,” Soft computing, vol. 21, iss. 18, p. 5295–5308, 2017.
    [Bibtex] 
    @article{osaba2017discrete,
title={A discrete firefly algorithm to solve a rich vehicle routing problem modelling a newspaper distribution system with recycling policy},
author={Osaba, Eneko and Yang, Xin-She and Diaz, Fernando and Onieva, Enrique and Masegosa, Antonio D and Perallos, Asier},
journal={Soft Computing},
volume={21},
number={18},
pages={5295--5308},
year={2017},
publisher={Springer Berlin Heidelberg}
}
  • E. Onieva, P. Lopez-Garcia, A. Masegosa, E. Osaba, and A. Perallos, “A comparative study on the performance of evolutionary fuzzy and crisp rule based classification methods in congestion prediction,” Transportation research procedia, vol. 14, p. 4458–4467, 2016.
    [Bibtex] 
    @article{onieva2016comparative,
title={A comparative study on the performance of evolutionary fuzzy and crisp rule based classification methods in congestion prediction},
author={Onieva, E and Lopez-Garcia, P and Masegosa, AD and Osaba, E and Perallos, A},
journal={Transportation Research Procedia},
volume={14},
pages={4458--4467},
year={2016},
publisher={Elsevier}
}
  • A. Moreno, E. Osaba, E. Onieva, A. Perallos, G. Iovino, and P. Fernández, “Design and field experimentation of a cooperative its architecture based on distributed rsus,” Sensors, vol. 16, iss. 7, p. 1147, 2016.
    [Bibtex] 
    @article{moreno2016design,
title={Design and Field Experimentation of a Cooperative ITS Architecture Based on Distributed RSUs},
author={Moreno, Asier and Osaba, Eneko and Onieva, Enrique and Perallos, Asier and Iovino, Giovanni and Fern{\'a}ndez, Pablo},
journal={Sensors},
volume={16},
number={7},
pages={1147},
year={2016},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • E. Osaba, R. Carballedo, P. López-Garc{‘i}a, and F. Diaz, “Comparison between golden ball meta-heuristic, evolutionary simulated annealing and tabu search for the traveling salesman problem,” in Proceedings of the 2016 on genetic and evolutionary computation conference companion, 2016, p. 1469–1470.
    [Bibtex] 
    @inproceedings{osaba2016comparison,
title={Comparison between golden ball meta-heuristic, evolutionary simulated annealing and tabu search for the traveling salesman problem},
author={Osaba, Eneko and Carballedo, Roberto and L{\'o}pez-Garc{\'\i}a, Pedro and Diaz, Fernando},
booktitle={Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion},
pages={1469--1470},
year={2016}
}
  • E. Osaba, P. López-Garc{‘i}a, A. D. Masegosa, E. Onieva, H. Landaluce, and A. Perallos, “Timon project: description and preliminary tests for traffic prediction using evolutionary techniques,” in Proceedings of the 2016 on genetic and evolutionary computation conference companion, 2016, p. 1471–1472.
    [Bibtex] 
    @inproceedings{osaba2016timon,
title={TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques},
author={Osaba, Eneko and L{\'o}pez-Garc{\'\i}a, Pedro and Masegosa, Antonio D and Onieva, Enrique and Landaluce, Hugo and Perallos, Asier},
booktitle={Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion},
pages={1471--1472},
year={2016}
}
  • P. Lopez-Garcia, E. Osaba, E. Onieva, A. D. Masegosa, and A. Perallos, “Short-term traffic congestion forecasting using hybrid metaheuristics and rule-based methods: a comparative study,” in Conference of the spanish association for artificial intelligence, 2016, p. 290–299.
    [Bibtex] 
    @inproceedings{lopez2016short,
title={Short-term traffic congestion forecasting using hybrid metaheuristics and rule-based methods: a comparative study},
author={Lopez-Garcia, Pedro and Osaba, Eneko and Onieva, Enrique and Masegosa, Antonio D and Perallos, Asier},
booktitle={Conference of the Spanish Association for Artificial Intelligence},
pages={290--299},
year={2016},
organization={Springer, Cham}
}
  • E. Osaba, E. Onieva, A. Moreno, P. Lopez-Garcia, A. Perallos, and P. G. Bringas, “Decentralised intelligent transport system with distributed intelligence based on classification techniques,” Iet intelligent transport systems, vol. 10, iss. 10, p. 674–682, 2016.
    [Bibtex] 
    @article{osaba2016decentralised,
title={Decentralised intelligent transport system with distributed intelligence based on classification techniques},
author={Osaba, Eneko and Onieva, Enrique and Moreno, Asier and Lopez-Garcia, Pedro and Perallos, Asier and Bringas, Pablo G},
journal={IET Intelligent Transport Systems},
volume={10},
number={10},
pages={674--682},
year={2016},
publisher={IET Digital Library}
}
  • E. Osaba and F. D{‘i}az, “Design and implementation of a combinatorial optimization multi-population meta-heuristic for solving vehicle routing problems.,” International journal of interactive multimedia and artificial intelligence, vol. 4, iss. 2, p. 89–90, 2016.
    [Bibtex] 
    @article{osaba2016design,
title={Design and Implementation of a Combinatorial Optimization Multi-population Meta-heuristic for Solving Vehicle Routing Problems.},
author={Osaba, Eneko and D{\'\i}az, Fernando},
journal={International Journal of Interactive Multimedia and Artificial Intelligence},
volume={4},
number={2},
pages={89--90},
year={2016}
}
  • I. de la Iglesia, U. Hernandez-Jayo, M. Januszewski, J. Stanczak, E. Osaba, and R. Carballedo, “Poster: efficient cluster-based resource allocation for co-existing vehicle and cellular users,” in 2016 ieee vehicular networking conference (vnc), 2016, p. 1–2.
    [Bibtex] 
    @inproceedings{de2016poster,
title={Poster: Efficient cluster-based resource allocation for co-existing vehicle and cellular users},
author={de la Iglesia, Idoia and Hernandez-Jayo, Unai and Januszewski, Maciej and Stanczak, Jedrzej and Osaba, Eneko and Carballedo, Roberto},
booktitle={2016 IEEE Vehicular Networking Conference (VNC)},
pages={1--2},
year={2016},
organization={IEEE}
}
  • E. Osaba, R. Carballedo, F. Diaz, E. Onieva, A. D. Masegosa, and A. Perallos, “Good practice proposal for the implementation, presentation, and comparison of metaheuristics for solving routing problems,” Neurocomputing, vol. 271, p. 2–8, 2018.
    [Bibtex] 
    @article{osaba2018good,
title={Good practice proposal for the implementation, presentation, and comparison of metaheuristics for solving routing problems},
author={Osaba, Eneko and Carballedo, Roberto and Diaz, Fernando and Onieva, Enrique and Masegosa, Antonio D and Perallos, Asier},
journal={Neurocomputing},
volume={271},
pages={2--8},
year={2018},
publisher={Elsevier}
}
  • A. D. Masegosa, E. Onieva, P. Lopez-Garcia, and E. Osaba, “Applications of soft computing in intelligent transportation systems,” in Soft computing based optimization and decision models, Springer, Cham, 2018, p. 63–81.
    [Bibtex] 
    @incollection{masegosa2018applications,
title={Applications of soft computing in intelligent transportation systems},
author={Masegosa, Antonio D and Onieva, Enrique and Lopez-Garcia, Pedro and Osaba, Eneko},
booktitle={Soft Computing Based Optimization and Decision Models},
pages={63--81},
year={2018},
publisher={Springer, Cham}
}
  • E. Osaba, R. Carballedo, X. Yang, I. Fister Jr, P. Lopez-Garcia, and J. Del Ser, “On efficiently solving the vehicle routing problem with time windows using the bat algorithm with random reinsertion operators,” in Nature-inspired algorithms and applied optimization, Springer, Cham, 2018, p. 69–89.
    [Bibtex] 
    @incollection{osaba2018efficiently,
title={On efficiently solving the vehicle routing problem with time windows using the bat algorithm with random reinsertion operators},
author={Osaba, Eneko and Carballedo, Roberto and Yang, Xin-She and Fister Jr, Iztok and Lopez-Garcia, Pedro and Del Ser, Javier},
booktitle={Nature-Inspired Algorithms and Applied Optimization},
pages={69--89},
year={2018},
publisher={Springer, Cham}
}
  • I. De la Iglesia, U. Hernandez-Jayo, E. Osaba, and R. Carballedo, “Smart bandwidth assignation in an underlay cellular network for internet of vehicles,” Sensors, vol. 17, iss. 10, p. 2217, 2017.
    [Bibtex] 
    @article{de2017smart,
title={Smart Bandwidth Assignation in an Underlay Cellular Network for Internet of Vehicles},
author={De la Iglesia, Idoia and Hernandez-Jayo, Unai and Osaba, Eneko and Carballedo, Roberto},
journal={Sensors},
volume={17},
number={10},
pages={2217},
year={2017},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • P. Bringas, I. Santos, E. Caracuel, E. Osaba, H. Quintián, and E. Corchado, “Special issue hais15-igpl,” Logic journal of the igpl, 2017.
    [Bibtex] 
    @article{bringas2017special,
title={Special Issue HAIS15-IGPL},
author={Bringas, Pablo and Santos, Igor and Caracuel, Enrique and Osaba, Eneko and Quinti{\'a}n, H{\'e}ctor and Corchado, Emilio},
journal={Logic Journal of the IGPL},
year={2017}
}
  • E. Osaba, P. Lopez-Garcia, E. Onieva, A. Masegosa, L. Serrano, and H. Landaluce, “Application of artificial intelligence techniques to traffic prediction and route planning: the vision of timon project,” in 12th its european congress., 2017.
    [Bibtex] 
    @inproceedings{osaba2017application,
title={Application of Artificial Intelligence Techniques to Traffic Prediction and Route Planning: the vision of TIMON project},
author={Osaba, Eneko and Lopez-Garcia, Pedro and Onieva, Enrique and Masegosa, Antonio and Serrano, Leire and Landaluce, Hugo},
booktitle={12th ITS European Congress.},
year={2017},
organization={ERTICO}
}
  • N. Rebernik, E. Osaba, A. Bahillo, and D. Montero, “A vision of a smart city addressing the needs of disabled citizens,” in Ii international congress on technology and tourism for all, 2017.
    [Bibtex] 
    @inproceedings{rebernik2017vision,
title={A Vision of a Smart City Addressing the Needs of Disabled Citizens},
author={Rebernik, Natasa and Osaba, Eneko and Bahillo, Alfonso and Montero, Delf{\'\i}n},
booktitle={II International Congress on Technology and Tourism for All},
year={2017},
organization={ONCE}
}
  • I. Fister, A. Iglesias, E. Osaba, U. Mlakar, and J. Brest, “Adaptation of sport training plans by swarm intelligence,” in 23rd international conference on soft computing, 2017, p. 56–67.
    [Bibtex] 
    @inproceedings{fister2017adaptation,
title={Adaptation of sport training plans by swarm intelligence},
author={Fister, Iztok and Iglesias, Andres and Osaba, Eneko and Mlakar, Uro{\v{s}} and Brest, Janez},
booktitle={23rd International Conference on Soft Computing},
pages={56--67},
year={2017},
organization={Springer, Cham}
}
  • J. Del Ser, E. Osaba, and M. N. Bilbao, “Task classification using topological graph features for functional m/eeg brain connectomics,” in International conference on the applications of evolutionary computation, 2018, p. 21–32.
    [Bibtex] 
    @inproceedings{del2018task,
title={Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics},
author={Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane},
booktitle={International Conference on the Applications of Evolutionary Computation},
pages={21--32},
year={2018},
organization={Springer, Cham}
}
  • E. Osaba, R. Carballedo, F. Diaz, E. Onieva, and A. Perallos, “New results in the suitability analisys of using blind crossover operators in genetic algorithms for solving routing problems,” Scientific bulletin of the politehnica university of timioara, romania transactions on automatic control and computer science, vol. 58, p. 72, 2014.
    [Bibtex] 
    @article{osaba2014new,
title={New results in the suitability analisys of using blind crossover operators in genetic algorithms for solving routing problems},
author={Osaba, E and Carballedo, R and Diaz, F and Onieva, E and Perallos, A},
journal={Scientific Bulletin of the Politehnica University of Timioara, Romania Transactions on Automatic Control and Computer Science},
volume={58},
pages={72},
year={2014}
}
  • E. Osaba, X. Yang, I. Fister Jr, J. Del Ser, P. Lopez-Garcia, and A. J. Vazquez-Pardavila, “A discrete and improved bat algorithm for solving a medical goods distribution problem with pharmacological waste collection,” Swarm and evolutionary computation, vol. 44, p. 273–286, 2019.
    [Bibtex] 
    @article{osaba2019discrete,
title={A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection},
author={Osaba, Eneko and Yang, Xin-She and Fister Jr, Iztok and Del Ser, Javier and Lopez-Garcia, Pedro and Vazquez-Pardavila, Alejo J},
journal={Swarm and Evolutionary Computation},
volume={44},
pages={273--286},
year={2019},
publisher={Elsevier}
}
  • E. Villar, E. Osaba, and J. Del Ser, “Computacion cuántica: seis claves para entender el futuro de la computación,” Dyna, vol. 94, iss. 3, p. 238–241, 2018.
    [Bibtex] 
    @article{villar2018computacion,
title={COMPUTACION CU{\'A}NTICA: Seis Claves para Entender el Futuro de la Computaci{\'o}n},
author={Villar, Esther and Osaba, Eneko and Del Ser, Javier},
journal={DYNA},
volume={94},
number={3},
pages={238--241},
year={2018}
}
  • P. Lopez-Garcia, A. D. Masegosa, E. Onieva, and E. Osaba, “Ensemble and fuzzy techniques applied to imbalanced traffic congestion datasets: a comparative study,” in International conference on bioinspired methods and their applications, 2018, p. 185–196.
    [Bibtex] 
    @inproceedings{lopez2018ensemble,
title={Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study},
author={Lopez-Garcia, Pedro and Masegosa, Antonio D and Onieva, Enrique and Osaba, Eneko},
booktitle={International Conference on Bioinspired Methods and Their Applications},
pages={185--196},
year={2018},
organization={Springer, Cham}
}
  • E. Osaba, J. Del Ser, M. N. Bilbao, P. Lopez-Garcia, and A. J. Nebro, “Multi-objective design of time-constrained bike routes using bio-inspired meta-heuristics,” in International conference on bioinspired methods and their applications, 2018, p. 197–210.
    [Bibtex] 
    @inproceedings{osaba2018multi,
title={Multi-objective design of time-constrained bike routes using bio-inspired meta-heuristics},
author={Osaba, Eneko and Del Ser, Javier and Bilbao, Miren Nekane and Lopez-Garcia, Pedro and Nebro, Antonio J},
booktitle={International Conference on Bioinspired Methods and Their Applications},
pages={197--210},
year={2018},
organization={Springer, Cham}
}
  • M. Carrillo, I. Gallardo, J. Del Ser, E. Osaba, J. Sanchez-Cubillo, M. N. Bilbao, A. Gálvez, and A. Iglesias, “A bio-inspired approach for collaborative exploration with mobile battery recharging in swarm robotics,” in International conference on bioinspired methods and their applications, 2018, p. 75–87.
    [Bibtex] 
    @inproceedings{carrillo2018bio,
title={A bio-inspired approach for collaborative exploration with mobile battery recharging in swarm robotics},
author={Carrillo, Maria and Gallardo, Ian and Del Ser, Javier and Osaba, Eneko and Sanchez-Cubillo, Javier and Bilbao, Miren Nekane and G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s},
booktitle={International Conference on Bioinspired Methods and Their Applications},
pages={75--87},
year={2018},
organization={Springer, Cham}
}
  • E. Osaba, R. Pierdicca, E. S. Malinverni, A. Khromova, F. J. Álvarez, and A. Bahillo, “A smartphone-based system for outdoor data gathering using a wireless beacon network and gps data: from cyber spaces to senseable spaces,” Isprs international journal of geo-information, vol. 7, iss. 5, p. 190, 2018.
    [Bibtex] 
    @article{osaba2018smartphone,
title={A Smartphone-Based System for Outdoor Data Gathering Using a Wireless Beacon Network and GPS Data: From Cyber Spaces to Senseable Spaces},
author={Osaba, Eneko and Pierdicca, Roberto and Malinverni, Eva Savina and Khromova, Anna and {\'A}lvarez, Fernando J and Bahillo, Alfonso},
journal={ISPRS International Journal of Geo-Information},
volume={7},
number={5},
pages={190},
year={2018},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • A. Gálvez, A. Iglesias, I. Fister, E. Osaba, and J. Del Ser, “Memetic modified cuckoo search algorithm with assrs for the sscf problem in self-similar fractal image reconstruction,” in International conference on hybrid artificial intelligence systems, 2018, p. 658–670.
    [Bibtex] 
    @inproceedings{galvez2018memetic,
title={Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction},
author={G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s and Fister, Iztok and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Hybrid Artificial Intelligence Systems},
pages={658--670},
year={2018},
organization={Springer, Cham}
}
  • A. Martinez, E. Osaba, M. N. Bilbao, and J. Del Ser, “Let nature decide its nature: on the design of collaborative hyperheuristics for decentralized ephemeral environments,” Future generation computer systems, vol. 88, p. 792–805, 2018.
    [Bibtex] 
    @article{martinez2018let,
title={Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments},
author={Martinez, Aritz and Osaba, Eneko and Bilbao, Miren Nekane and Del Ser, Javier},
journal={Future Generation Computer Systems},
volume={88},
pages={792--805},
year={2018},
publisher={North-Holland}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Using novelty search in differential evolution,” in International conference on practical applications of agents and multi-agent systems, 2018, p. 534–542.
    [Bibtex] 
    @inproceedings{fister2018using,
title={Using novelty search in differential evolution},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={534--542},
year={2018},
organization={Springer, Cham}
}
  • P. Suárez, A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Interplay of two bat algorithm robotic swarms in non-cooperative target point search,” in International conference on practical applications of agents and multi-agent systems, 2018, p. 543–550.
    [Bibtex] 
    @inproceedings{suarez2018interplay,
title={Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search},
author={Su{\'a}rez, Patricia and G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={543--550},
year={2018},
organization={Springer, Cham}
}
  • J. Bajo, J. M. Corchado, E. M. N. Mart{‘i}nez, E. Osaba, P. Mathieu, P. Hoffa-D{k{a}}browska, E. del Val, S. Giroux, A. J. Castro, N. Sánchez-Pi, and others, Highlights of practical applications of agents, multi-agent systems, and complexity: the paams collectionSpringer, 2018.
    [Bibtex] 
    @misc{bajo2018highlights,
title={Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection},
author={Bajo, Javier and Corchado, Juan M and Mart{\'\i}nez, Elena Mar{\'\i}a Navarro and Osaba, Eneko and Mathieu, Philippe and Hoffa-D{\k{a}}browska, Patrycja and del Val, Elena and Giroux, Sylvain and Castro, Antonio JM and S{\'a}nchez-Pi, Nayat and others},
year={2018},
publisher={Springer}
}
  • E. Osaba, J. Del Ser, A. Sadollah, M. N. Bilbao, and D. Camacho, “A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem,” Applied soft computing, vol. 71, p. 277–290, 2018.
    [Bibtex] 
    @article{osaba2018discrete,
title={A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem},
author={Osaba, Eneko and Del Ser, Javier and Sadollah, Ali and Bilbao, Miren Nekane and Camacho, David},
journal={Applied Soft Computing},
volume={71},
pages={277--290},
year={2018},
publisher={Elsevier}
}
  • E. Osaba and J. Del Ser, “Introductory chapter: nature-inspired methods for stochastic, robust, and dynamic optimization,” in Nature-inspired methods for stochastic, robust and dynamic optimization, IntechOpen, 2018.
    [Bibtex] 
    @incollection{osaba2018introductory,
title={Introductory Chapter: Nature-Inspired Methods for Stochastic, Robust, and Dynamic Optimization},
author={Osaba, Eneko and Del Ser, Javier},
booktitle={Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization},
year={2018},
publisher={IntechOpen}
}
  • E. Osaba and A. Bahillo, “Perfil social y digital del estudiante investigador,” in Innovación docente en educación superior: buenas prácticas que nos inspiran, 2018, p. 275–286.
    [Bibtex] 
    @inproceedings{osaba2018perfil,
title={Perfil social y digital del estudiante investigador},
author={Osaba, Eneko and Bahillo, Alfonso},
booktitle={Innovaci{\'o}n docente en educaci{\'o}n superior: buenas pr{\'a}cticas que nos inspiran},
pages={275--286},
year={2018},
organization={Pearson}
}
  • E. Osaba, J. Del Ser, A. Iglesias, M. N. Bilbao, I. Fister, and A. Galvez, “Solving the open-path asymmetric green traveling salesman problem in a realistic urban environment,” in International symposium on intelligent and distributed computing, 2018, p. 181–191.
    [Bibtex] 
    @inproceedings{osaba2018solving,
title={Solving the open-path asymmetric green traveling salesman problem in a realistic urban environment},
author={Osaba, Eneko and Del Ser, Javier and Iglesias, Andres and Bilbao, Miren Nekane and Fister, Iztok and Galvez, Akemi},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={181--191},
year={2018},
organization={Springer, Cham}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Automatic fitting of feature points for border detection of skin lesions in medical images with bat algorithm,” in International symposium on intelligent and distributed computing, 2018, p. 357–368.
    [Bibtex] 
    @inproceedings{galvez2018automatic,
title={Automatic fitting of feature points for border detection of skin lesions in medical images with bat algorithm},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={357--368},
year={2018},
organization={Springer, Cham}
}
  • J. Del Ser, E. Osaba, M. N. Bilbao, J. J. Sanchez-Medina, M. Vecchio, and X. Yang, Intelligent distributed computing xiiSpringer, 2018.
    [Bibtex] 
    @misc{del2018intelligent,
title={Intelligent Distributed Computing XII},
author={Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Sanchez-Medina, Javier J. and Vecchio, Massimo and Yang, Xin-She},
year={2018},
publisher={Springer}
}
  • N. Rebernik, B. G. Marušić, A. Bahillo, and E. Osaba, “A 4-dimensional model and combined methodological approach to inclusive urban planning and design for all,” Sustainable cities and society, vol. 44, p. 195–214, 2019.
    [Bibtex] 
    @article{rebernik20194,
title={A 4-dimensional model and combined methodological approach to inclusive urban planning and design for ALL},
author={Rebernik, Nata{\v{s}}a and Maru{\v{s}}i{\'c}, Barbara Goli{\v{c}}nik and Bahillo, Alfonso and Osaba, Eneko},
journal={Sustainable Cities and Society},
volume={44},
pages={195--214},
year={2019},
publisher={Elsevier}
}
  • J. D. S. Lorente and E. Osaba, Nature-inspired methods for stochastic, robust and dynamic optimizationBoD–Books on Demand, 2018.
    [Bibtex] 
    @misc{lorente2018nature,
title={Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization},
author={Lorente, Javier Del Ser and Osaba, Eneko},
year={2018},
publisher={BoD--Books on Demand}
}
  • E. Osaba, J. Del Ser, D. Camacho, A. Galvez, A. Iglesias, and I. Fister, “Community detection in weighted directed networks using nature-inspired heuristics,” in International conference on intelligent data engineering and automated learning, 2018, p. 325–335.
    [Bibtex] 
    @inproceedings{osaba2018community,
title={Community detection in weighted directed networks using nature-inspired heuristics},
author={Osaba, Eneko and Del Ser, Javier and Camacho, David and Galvez, Akemi and Iglesias, Andres and Fister, Iztok},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={325--335},
year={2018},
organization={Springer, Cham}
}
  • P. Suárez, A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode,” in International conference on intelligent data engineering and automated learning, 2018, p. 201–209.
    [Bibtex] 
    @inproceedings{suarez2018bat,
title={Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode},
author={Su{\'a}rez, Patricia and G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={201--209},
year={2018},
organization={Springer, Cham}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Differential evolution for association rule mining using categorical and numerical attributes,” in International conference on intelligent data engineering and automated learning, 2018, p. 79–88.
    [Bibtex] 
    @inproceedings{fister2018differential,
title={Differential evolution for association rule mining using categorical and numerical attributes},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International conference on intelligent data engineering and automated learning},
pages={79--88},
year={2018},
organization={Springer, Cham}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, E. Osaba, I. Fister Jr, M. Perc, and M. Slavinec, “Novelty search for global optimization,” Applied mathematics and computation, vol. 347, p. 865–881, 2019.
    [Bibtex] 
    @article{fister2019novelty,
title={Novelty search for global optimization},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko and Fister Jr, Iztok and Perc, Matja{\v{z}} and Slavinec, Mitja},
journal={Applied Mathematics and Computation},
volume={347},
pages={865--881},
year={2019},
publisher={Elsevier}
}
  • P. G. Bringas, I. Santos, E. Onieva, E. Osaba, H. Quintián, and E. Corchado, “Special issue hais 2015: recent advancements in hybrid artificial intelligence systems and its application to real-world problems,” Neurocomputing, vol. 326, p. 69–70, 2019.
    [Bibtex] 
    @article{bringas2019special,
title={Special issue HAIS 2015: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems},
author={Bringas, Pablo Garc{\'\i}a and Santos, Igor and Onieva, Enrique and Osaba, Eneko and Quinti{\'a}n, Hector and Corchado, Emilio},
journal={Neurocomputing},
volume={326},
pages={69--70},
year={2019},
publisher={Elsevier}
}
  • E. Osaba, J. Del Ser, A. J. Nebro, I. Laña, M. N. Bilbao, and J. J. Sanchez-Medina, “Multi-objective optimization of bike routes for last-mile package delivery with drop-offs,” in 2018 21st international conference on intelligent transportation systems (itsc), 2018, p. 865–870.
    [Bibtex] 
    @inproceedings{osaba2018multi,
title={Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs},
author={Osaba, Eneko and Del Ser, Javier and Nebro, Antonio J and La{\~n}a, Ibai and Bilbao, Miren Nekane and Sanchez-Medina, Javier J},
booktitle={2018 21st International Conference on Intelligent Transportation Systems (ITSC)},
pages={865--870},
year={2018},
organization={IEEE}
}
  • P. Lopez-Garcia, A. D. Masegosa, E. Osaba, E. Onieva, and A. Perallos, “Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics,” Applied intelligence, vol. 49, iss. 8, p. 2807–2822, 2019.
    [Bibtex] 
    @article{lopez2019ensemble,
title={Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics},
author={Lopez-Garcia, Pedro and Masegosa, Antonio D and Osaba, Eneko and Onieva, Enrique and Perallos, Asier},
journal={Applied Intelligence},
volume={49},
number={8},
pages={2807--2822},
year={2019},
publisher={Springer US}
}
  • A. Moreno, E. Osaba, E. Onieva, A. Perallos, G. Iovino, and P. Fernández, “Correction: moreno, a., et al. design of a cooperative its architecture based on distributed rsus.,” Sensors, vol. 17, iss. 6, p. 1301, 2017.
    [Bibtex] 
    @article{moreno2017correction,
title={Correction: Moreno, A., et al. Design of a Cooperative ITS Architecture Based on Distributed RSUs.},
author={Moreno, Asier and Osaba, Eneko and Onieva, Enrique and Perallos, Asier and Iovino, Giovanni and Fern{\'a}ndez, Pablo},
journal={Sensors},
volume={17},
number={6},
pages={1301},
year={2017},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • U. Hernandez-Jayo, E. Osaba, R. Carballedo, and others, “Smart bandwidth assignation in an underlay cellular network for internet of vehicles.,” Sensors (basel, switzerland), vol. 17, iss. 10, 2017.
    [Bibtex] 
    @article{hernandez2017smart,
title={Smart Bandwidth Assignation in an Underlay Cellular Network for Internet of Vehicles.},
author={Hernandez-Jayo, U and Osaba, E and Carballedo, R and others},
journal={Sensors (Basel, Switzerland)},
volume={17},
number={10},
year={2017},
publisher={Multidisciplinary Digital Publishing Institute (MDPI)}
}
  • E. Osaba, R. Pierdicca, T. Duarte, A. Bahillo, and D. Mateus, “Using icts for the improvement of public open spaces: the opportunity offered by cyberparks digital tools,” in Cyberparks–the interface between people, places and technology, Springer, Cham, 2019, p. 278–293.
    [Bibtex] 
    @incollection{osaba2019using,
title={Using ICTs for the Improvement of Public Open Spaces: The Opportunity Offered by CyberParks Digital Tools},
author={Osaba, Eneko and Pierdicca, Roberto and Duarte, Tiago and Bahillo, Alfonso and Mateus, Diogo},
booktitle={CyberParks--The Interface Between People, Places and Technology},
pages={278--293},
year={2019},
publisher={Springer, Cham}
}
  • J. Del Ser, E. Osaba, J. J. Sanchez-Medina, and I. Fister, “Bioinspired computational intelligence and transportation systems: a long road ahead,” Ieee transactions on intelligent transportation systems, vol. 21, iss. 2, p. 466–495, 2020.
    [Bibtex] 
    @article{del2020bioinspired,
title={Bioinspired computational intelligence and transportation systems: A long road ahead},
author={Del Ser, Javier and Osaba, Eneko and Sanchez-Medina, Javier J and Fister, Iztok},
journal={IEEE Transactions on Intelligent Transportation Systems},
volume={21},
number={2},
pages={466--495},
year={2020},
publisher={IEEE}
}
  • M. Carrillo, J. Sánchez-Cubillo, E. Osaba, M. N. Bilbao, and J. Del Ser, “Trophallaxis, low-power vision sensors and multi-objective heuristics for 3d scene reconstruction using swarm robotics,” in International conference on the applications of evolutionary computation (part of evostar), 2019, p. 599–615.
    [Bibtex] 
    @inproceedings{carrillo2019trophallaxis,
title={Trophallaxis, low-power vision sensors and multi-objective heuristics for 3d scene reconstruction using swarm robotics},
author={Carrillo, Maria and S{\'a}nchez-Cubillo, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Del Ser, Javier},
booktitle={International Conference on the Applications of Evolutionary Computation (Part of EvoStar)},
pages={599--615},
year={2019},
organization={Springer, Cham}
}
  • J. Del Ser, E. Osaba, D. Molina, X. Yang, S. Salcedo-Sanz, D. Camacho, S. Das, P. N. Suganthan, C. C. A. Coello, and F. Herrera, “Bio-inspired computation: where we stand and what’s next,” Swarm and evolutionary computation, vol. 48, p. 220–250, 2019.
    [Bibtex] 
    @article{del2019bio,
title={Bio-inspired computation: Where we stand and what's next},
author={Del Ser, Javier and Osaba, Eneko and Molina, Daniel and Yang, Xin-She and Salcedo-Sanz, Sancho and Camacho, David and Das, Swagatam and Suganthan, Ponnuthurai N and Coello, Carlos A Coello and Herrera, Francisco},
journal={Swarm and Evolutionary Computation},
volume={48},
pages={220--250},
year={2019},
publisher={Elsevier}
}
  • E. Osaba, M. N. Bilbao, A. Iglesias, J. Del Ser, A. Galvez, and I. Fister, “Dynamic partitioning of evolving graph streams using nature-inspired heuristics,” in International conference on computational science, 2019, p. 367–380.
    [Bibtex] 
    @inproceedings{osaba2019dynamic,
title={Dynamic Partitioning of Evolving Graph Streams using Nature-inspired Heuristics},
author={Osaba, Eneko and Bilbao, Miren Nekane and Iglesias, Andres and Del Ser, Javier and Galvez, Akemi and Fister, Iztok},
booktitle={International Conference on Computational Science},
pages={367--380},
year={2019},
organization={Springer, Cham}
}
  • A. Gálvez, E. Osaba, J. Del Ser, and A. Iglesias, “Bat algorithm for kernel computation in fractal image reconstruction,” in International conference on computational science, 2019, p. 381–394.
    [Bibtex] 
    @inproceedings{galvez2019bat,
title={Bat algorithm for kernel computation in fractal image reconstruction},
author={G{\'a}lvez, Akemi and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Computational Science},
pages={381--394},
year={2019},
organization={Springer, Cham}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Using adaptive novelty search in differential evolution,” in International conference on practical applications of agents and multi-agent systems, 2019, p. 267–275.
    [Bibtex] 
    @inproceedings{fister2019using,
title={Using Adaptive Novelty Search in Differential Evolution},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={267--275},
year={2019},
organization={Springer, Cham}
}
  • F. De La Prieta, A. González-Briones, P. Pawleski, D. Calvaresi, E. Del Val, F. Lopes, V. Julian, E. Osaba, and R. Sánchez-Iborra, Highlights of practical applications of survivable agents and multi-agent systems: the paams collectionSpringer, Cham, 2019.
    [Bibtex] 
    @misc{de2019highlights,
title={Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection},
author={De La Prieta, Fernando and Gonz{\'a}lez-Briones, Alfonso and Pawleski, Pawel and Calvaresi, Davide and Del Val, Elena and Lopes, Fernando and Julian, Vicente and Osaba, Eneko and S{\'a}nchez-Iborra, Ram{\'o}n},
year={2019},
publisher={Springer, Cham}
}
  • E. Osaba, J. D. Ser, A. Panizo, D. Camacho, A. Galvez, and A. Iglesias, “Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1329–1335.
    [Bibtex] 
    @inproceedings{osaba2019combining,
title={Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams},
author={Osaba, Eneko and Ser, Javier Del and Panizo, Angel and Camacho, David and Galvez, Akemi and Iglesias, Andres},
booktitle={Proceedings of the genetic and evolutionary computation conference companion},
pages={1329--1335},
year={2019}
}
  • I. Fister Jr, A. Galvez, E. Osaba, J. D. Ser, A. Iglesias, and I. Fister, “Discovering dependencies among mined association rules with population-based metaheuristics,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1668–1674.
    [Bibtex] 
    @inproceedings{fister2019discovering,
title={Discovering dependencies among mined association rules with population-based metaheuristics},
author={Fister Jr, Iztok and Galvez, Akemi and Osaba, Eneko and Ser, Javier Del and Iglesias, Andres and Fister, Iztok},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1668--1674},
year={2019}
}
  • A. D. Martinez, E. Osaba, I. Oregi, I. Fister, I. Fister, and J. D. Ser, “Hybridizing differential evolution and novelty search for multimodal optimization problems,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1980–1989.
    [Bibtex] 
    @inproceedings{martinez2019hybridizing,
title={Hybridizing differential evolution and novelty search for multimodal optimization problems},
author={Martinez, Aritz D and Osaba, Eneko and Oregi, Izaskun and Fister, Iztok and Fister, Iztok and Ser, Javier Del},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1980--1989},
year={2019}
}
  • A. Gálvez, I. Fister Jr, E. Osaba, I. Fister, J. D. Ser, and A. Iglesias, “Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1675–1682.
    [Bibtex] 
    @inproceedings{galvez2019computing,
title={Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm},
author={G{\'a}lvez, Akemi and Fister Jr, Iztok and Osaba, Eneko and Fister, Iztok and Ser, Javier Del and Iglesias, Andr{\'e}s},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1675--1682},
year={2019}
}
  • A. D. Masegosa, E. Osaba, J. S. Angarita-Zapata, I. Laña, and J. D. Ser, “Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1312–1320.
    [Bibtex] 
    @inproceedings{masegosa2019nature,
title={Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks},
author={Masegosa, Antonio D and Osaba, Eneko and Angarita-Zapata, Juan S and La{\~n}a, Ibai and Ser, Javier Del},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1312--1320},
year={2019}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Cuckoo search algorithm for border reconstruction of medical images with rational curves,” in International conference on swarm intelligence, 2019, p. 320–330.
    [Bibtex] 
    @inproceedings{galvez2019cuckoo,
title={Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Swarm Intelligence},
pages={320--330},
year={2019},
organization={Springer, Cham}
}
  • I. Estalayo, J. Del Ser, E. Osaba, M. N. Bilbao, K. Muhammad, A. Gálvez, and A. Iglesias, “Return, diversification and risk in cryptocurrency portfolios using deep recurrent neural networks and multi-objective evolutionary algorithms,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 755–761.
    [Bibtex] 
    @inproceedings{estalayo2019return,
title={Return, diversification and risk in cryptocurrency portfolios using deep recurrent neural networks and multi-objective evolutionary algorithms},
author={Estalayo, Ismael and Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Muhammad, Khan and G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={755--761},
year={2019},
organization={IEEE}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Hybrid modified firefly algorithm for border detection of skin lesions in medical imaging,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 111–118.
    [Bibtex] 
    @inproceedings{galvez2019hybrid,
title={Hybrid modified firefly algorithm for border detection of skin lesions in medical imaging},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={111--118},
year={2019},
organization={IEEE}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Cooperative game concepts in solving global optimization,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 1525–1532.
    [Bibtex] 
    @inproceedings{fister2019cooperative,
title={Cooperative game concepts in solving global optimization},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={1525--1532},
year={2019},
organization={IEEE}
}
  • E. Osaba, J. Del Ser, A. Iglesias, and X. Yang, “Soft computing for swarm robotics: new trends and applications,” Journal of computational science, vol. 39, iss. 1, p. 101049, 2020.
    [Bibtex] 
    @article{osaba2020soft,
title={Soft Computing for Swarm Robotics: New Trends and Applications},
author={Osaba, Eneko and Del Ser, Javier and Iglesias, Andres and Yang, Xin-She},
journal={Journal of Computational Science},
volume={39},
number={1},
pages={101049},
year={2020},
publisher={Elsevier}
}
  • I. Estalayo, E. Osaba, I. Laña, and J. Del Ser, “Deep recurrent neural networks and optimization meta-heuristics for green urban route planning with dynamic traffic estimates,” in 2019 ieee intelligent transportation systems conference (itsc), 2019, p. 1336–1342.
    [Bibtex] 
    @inproceedings{estalayo2019deep,
title={Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates},
author={Estalayo, Ismael and Osaba, Eneko and La{\~n}a, Ibai and Del Ser, Javier},
booktitle={2019 IEEE Intelligent Transportation Systems Conference (ITSC)},
pages={1336--1342},
year={2019},
organization={IEEE}
}
  • J. Del Ser, E. Villar, and E. Osaba, “Swarm intelligence-recent advances, new perspectives and applications,” , 2019.
    [Bibtex] 
    @article{del2019swarm,
title={Swarm Intelligence-Recent Advances, New Perspectives and Applications},
author={Del Ser, Javier and Villar, Esther and Osaba, Eneko},
year={2019},
publisher={IntechOpen}
}
  • E. Osaba, E. Villar, and J. Del Ser, “Introductory chapter: swarm intelligence-recent advances, new perspectives, and applications,” in Swarm intelligence-recent advances, new perspectives and applications, IntechOpen, 2019.
    [Bibtex] 
    @incollection{osaba2019introductory,
title={Introductory Chapter: Swarm Intelligence-Recent Advances, New Perspectives, and Applications},
author={Osaba, Eneko and Villar, Esther and Del Ser, Javier},
booktitle={Swarm Intelligence-Recent Advances, New Perspectives and Applications},
year={2019},
publisher={IntechOpen}
}
  • E. Osaba, J. Del Ser, D. Camacho, M. N. Bilbao, and X. Yang, “Community detection in networks using bio-inspired optimization: latest developments, new results and perspectives with a selection of recent meta-heuristics,” Applied soft computing, vol. 87, p. 106010, 2020.
    [Bibtex] 
    @article{osaba2020community,
title={Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics},
author={Osaba, Eneko and Del Ser, Javier and Camacho, David and Bilbao, Miren Nekane and Yang, Xin-She},
journal={Applied Soft Computing},
volume={87},
pages={106010},
year={2020},
publisher={Elsevier}
}
  • E. Osaba, “Benchmark dataset for the asymmetric and clustered vehicle routing problem with simultaneous pickup and deliveries, variable costs and forbidden paths,” Data in brief, vol. 29, p. 105142, 2020.
    [Bibtex] 
    @article{osaba2020benchmark,
title={Benchmark dataset for the Asymmetric and Clustered Vehicle Routing Problem with Simultaneous Pickup and Deliveries, Variable Costs and Forbidden Paths},
author={Osaba, Eneko},
journal={Data in brief},
volume={29},
pages={105142},
year={2020},
publisher={Elsevier}
}
  • A. Nogareda, J. Del Ser, E. Osaba, and D. Camacho, “On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems,” Expert systems, p. e12528, 2020.
    [Bibtex] 
    @article{nogareda2020design,
title={On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems},
author={Nogareda, Ana-Maria and Del Ser, Javier and Osaba, Eneko and Camacho, David},
journal={Expert Systems},
pages={e12528},
year={2020},
publisher={Wiley}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Is the vehicle routing problem dead? an overview through bioinspired perspective and a prospect of opportunities,” in Nature-inspired computation in navigation and routing problems, Springer, Singapore, 2020, p. 57–84.
    [Bibtex] 
    @incollection{osaba2020vehicle,
title={Is the Vehicle Routing Problem Dead? An Overview Through Bioinspired Perspective and a Prospect of Opportunities},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier},
booktitle={Nature-Inspired Computation in Navigation and Routing Problems},
pages={57--84},
year={2020},
publisher={Springer, Singapore}
}
  • A. D. Martinez, E. Osaba, J. Del Ser, and F. Herrera, “Simultaneously evolving deep reinforcement learning models using multifactorial optimization,” Arxiv preprint arxiv:2002.12133, 2020.
    [Bibtex] 
    @article{martinez2020simultaneously,
title={Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization},
author={Martinez, Aritz D and Osaba, Eneko and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2002.12133},
year={2020}
}
  • E. Osaba, A. D. Martinez, J. L. Lobo, J. Del Ser, and F. Herrera, “Multifactorial cellular genetic algorithm (mfcga): algorithmic design, performance comparison and genetic transferability analysis,” Arxiv preprint arxiv:2003.10768, 2020.
    [Bibtex] 
    @article{osaba2020multifactorial,
title={Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis},
author={Osaba, Eneko and Martinez, Aritz D and Lobo, Jesus L and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2003.10768},
year={2020}
}
  • E. Osaba, “Diseño e implementación de una meta-heur\’\istica multi-poblacional de optimización combinatoria enfocada a la resolución de problemas de asignación de rutas a veh\’\iculos,” PhD Thesis, 2015.
    [Bibtex] 
    @phdthesis{osaba2015diseno,
title={Dise{\~n}o e implementaci{\'o}n de una meta-heur{\'\i}stica multi-poblacional de optimizaci{\'o}n combinatoria enfocada a la resoluci{\'o}n de problemas de asignaci{\'o}n de rutas a veh{\'\i}culos},
author={Osaba, Eneko},
year={2015},
school={University of Deusto}
}
  • E. Osaba, J. Del Ser, X. Yang, A. Iglesias, and A. Galvez, “Coeba: a coevolutionary bat algorithm for discrete evolutionary multitasking,” in International conference on computational science, 2020, p. 244–256.
    [Bibtex] 
    @inproceedings{osaba2020coeba,
title={COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking},
author={Osaba, Eneko and Del Ser, Javier and Yang, Xin-She and Iglesias, Andres and Galvez, Akemi},
booktitle={International Conference on Computational Science},
pages={244--256},
year={2020},
organization={Springer, Cham}
}
  • E. Osaba, A. D. Martinez, A. Galvez, A. Iglesias, and J. Del Ser, “Dmfea-ii: an adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems,” in Gecco ’20: genetic and evolutionary computation conference, 2020, p. 1690–1696.
    [Bibtex] 
    @inproceedings{osaba2020dmfea,
title={dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems},
author={Osaba, Eneko and Martinez, Aritz D and Galvez, Akemi and Iglesias, Andres and Del Ser, Javier},
booktitle={GECCO '20: Genetic and Evolutionary Computation Conference},
pages={1690--1696},
year={2020}
}
  • J. Del Ser, I. Lana, E. L. Manibardo, I. Oregi, E. Osaba, J. L. Lobo, M. N. Bilbao, and E. I. Vlahogianni, “Deep echo state networks for short-term traffic forecasting: performance comparison and statistical assessment,” Arxiv preprint arxiv:2004.08170, 2020.
    [Bibtex] 
    @article{del2020deep,
title={Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment},
author={Del Ser, Javier and Lana, Ibai and Manibardo, Eric L and Oregi, Izaskun and Osaba, Eneko and Lobo, Jesus L and Bilbao, Miren Nekane and Vlahogianni, Eleni I},
journal={arXiv preprint arXiv:2004.08170},
year={2020}
}
  • A. LaTorre, D. Molina, E. Osaba, J. Del Ser, and F. Herrera, “Fairness in bio-inspired optimization research: a prescription of methodological guidelines for comparing meta-heuristics,” Arxiv preprint arxiv:2004.09969, 2020.
    [Bibtex] 
    @article{latorre2020fairness,
title={Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics},
author={LaTorre, Antonio and Molina, Daniel and Osaba, Eneko and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2004.09969},
year={2020}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Traveling salesman problem: a perspective review of recent research and new results with bio-inspired metaheuristics,” in Nature-inspired computation and swarm intelligence, Academic Press, 2020, p. 135–164.
    [Bibtex] 
    @incollection{osaba2020traveling,
title={Traveling salesman problem: a perspective review of recent research and new results with bio-inspired metaheuristics},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier},
booktitle={Nature-Inspired Computation and Swarm Intelligence},
pages={135--164},
year={2020},
publisher={Academic Press}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Traveling salesman problem: a prospective review of recent research and new results with bio-inspired metaheuristics and novelty search.”
    [Bibtex] 
    @article{osabatraveling,
title={Traveling Salesman Problem: a Prospective Review of Recent Research and New Results with Bio-Inspired Metaheuristics and Novelty Search},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier}
}
  • E. Osaba, A. D. Martinez, J. L. Lobo, I. Laña, and J. Del Ser, “On the transferability of knowledge among vehicle routing problems by using cellular evolutionary multitasking,” Arxiv preprint arxiv:2005.05066, 2020.
    [Bibtex] 
    @article{osaba2020transferability,
title={On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking},
author={Osaba, Eneko and Martinez, Aritz D and Lobo, Jesus L and La{\~n}a, Ibai and Del Ser, Javier},
journal={arXiv preprint arXiv:2005.05066},
year={2020}
}
  • E. Osaba and A. Bahillo, “Perfil social y digital del investigador: procedimiento práctico para explotar las oportunidades del investigador en la comunidad cient\’\ifica internacional en términos de visibilidad, reconocimiento y curr\’\iculo,” in Buenas prácticas académicas y de gestión para la innovación del proceso de aprendizaje en el espacio europeo superior (eees)., 2017, p. 63–70.
    [Bibtex] 
    @inproceedings{osaba2017perfil,
title={Perfil social y digital del investigador: procedimiento pr{\'a}ctico para explotar las oportunidades del investigador en la comunidad cient{\'\i}fica internacional en t{\'e}rminos de visibilidad, reconocimiento y curr{\'\i}culo},
author={Osaba, Eneko and Bahillo, Alfonso},
booktitle={Buenas Pr{\'a}cticas Acad{\'e}micas y de Gesti{\'o}n para la Innovaci{\'o}n del Proceso de Aprendizaje en el Espacio Europeo Superior (EEES).},
pages={63--70},
year={2017},
organization={Grupo de Comunicaci{\'o}n Loyola}
}
  • X. Zhang, E. Onieva, A. Perallos, and E. Osaba, “Genetic optimised serial hierarchical fuzzy classifier for breast cancer diagnosis,” International journal of bio-inspired computation, vol. 15, iss. 3, p. 194–205, 2020.
    [Bibtex] 
    @article{zhang2020genetic,
title={Genetic optimised serial hierarchical fuzzy classifier for breast cancer diagnosis},
author={Zhang, Xiao and Onieva, Enrique and Perallos, Asier and Osaba, Eneko},
journal={International Journal of Bio-Inspired Computation},
volume={15},
number={3},
pages={194--205},
year={2020},
publisher={Inderscience Publishers (IEL)}
}
  • A. Gálvez, A. Iglesias, E. Osaba, and J. Del Ser, “Parametric learning of associative functional networks through a modified memetic self-adaptive firefly algorithm,” in International conference on computational science, 2020, p. 566–579.
    [Bibtex] 
    @inproceedings{galvez2020parametric,
title={Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm},
author={G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Computational Science},
pages={566--579},
year={2020},
organization={Springer, Cham}
}
  • A. D. Martinez, J. Del Ser, E. Villar-Rodriguez, E. Osaba, J. Poyatos, S. Tabik, D. Molina, and F. Herrera, “Lights and shadows in evolutionary deep learning: taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges,” Information fusion, 2020.
    [Bibtex] 
    @article{martinez2020lights,
title={Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges},
author={Martinez, Aritz D and Del Ser, Javier and Villar-Rodriguez, Esther and Osaba, Eneko and Poyatos, Javier and Tabik, Siham and Molina, Daniel and Herrera, Francisco},
journal={Information Fusion},
year={2020},
publisher={Elsevier}
}
  • A. Galvez, A. Iglesias, E. Osaba, and J. Del Ser, “Bat algorithm method for automatic determination of color and contrast of modified digital images,” in 2020 ieee 44th annual computers, software, and applications conference (compsac), 2020, p. 1195–1200.
    [Bibtex] 
    @inproceedings{galvez2020bat,
title={Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images},
author={Galvez, Akemi and Iglesias, Andres and Osaba, Eneko and Del Ser, Javier},
booktitle={2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)},
pages={1195--1200},
year={2020},
organization={IEEE}
}
  • J. L. Lobo, J. Del Ser, E. Osaba, A. Bifet, and F. Herrera, “Curie: a cellular automaton for concept drift detection,” Arxiv preprint arxiv:2009.09677, 2020.
    [Bibtex] 
    @article{lobo2020curie,
title={CURIE: A Cellular Automaton for Concept Drift Detection},
author={Lobo, Jesus L and Del Ser, Javier and Osaba, Eneko and Bifet, Albert and Herrera, Francisco},
journal={arXiv preprint arXiv:2009.09677},
year={2020}
}
  • E. Osaba, E. Villar-Rodriguez, and J. Del Ser, “A coevolutionary variable neighborhood search algorithm for discrete multitasking (covns): application to community detection over graphs,” Arxiv preprint arxiv:2009.14477, 2020.
    [Bibtex] 
    @article{osaba2020coevolutionary,
title={A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs},
author={Osaba, Eneko and Villar-Rodriguez, Esther and Del Ser, Javier},
journal={arXiv preprint arXiv:2009.14477},
year={2020}
}
  • E. Osaba, J. Del Ser, A. D. Martinez, J. L. Lobo, and F. Herrera, “At-mfcga: an adaptive transfer-guided multifactorial cellular genetic algorithm for evolutionary multitasking,” Arxiv preprint arxiv:2010.03917, 2020.
    [Bibtex] 
    @article{osaba2020mfcga,
title={AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking},
author={Osaba, Eneko and Del Ser, Javier and Martinez, Aritz D and Lobo, Jesus L and Herrera, Francisco},
journal={arXiv preprint arXiv:2010.03917},
year={2020}
}
  • E. Osaba, J. S. J. Medina, E. I. Vlahogianni, X. Yang, A. D. Masegosa, J. P. Rastelli, and J. Del Ser, “Data-driven optimization for transportation logistics and smart mobility applications [guest editorial],” Ieee intelligent transportation systems magazine, vol. 12, iss. 4, p. 6–9, 2020.
    [Bibtex] 
    @article{osaba2020data,
title={Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]},
author={Osaba, Eneko and Medina, Javier J Sanchez and Vlahogianni, Eleni I and Yang, Xin-She and Masegosa, Antonio D and Rastelli, Joshue Perez and Del Ser, Javier},
journal={IEEE Intelligent Transportation Systems Magazine},
volume={12},
number={4},
pages={6--9},
year={2020},
publisher={IEEE}
}
  • A. Gaálvez, E. Osaba, A. Iglesias, J. Del Ser, and I. Fister, “Swarm intelligence for automatic color and contrast retrieval of digital images of paintings,” in 2020 international conference on cyberworlds (cw), 2020, p. 227–230.
    [Bibtex] 
    @inproceedings{gaalvez2020swarm,
title={Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings},
author={Ga{\'a}lvez, Akemi and Osaba, Eneko and Iglesias, Andre{\'e}s and Del Ser, Javier and Fister, Iztok},
booktitle={2020 International Conference on Cyberworlds (CW)},
pages={227--230},
year={2020},
organization={IEEE}
}
  • M. Nasir, A. Sadollah, E. Osaba, and J. Del Ser, “A novel metaheuristic approach for loss reduction and voltage profile improvement in power distribution networks based on simultaneous placement and sizing of distributed generators and shunt capacitor banks,” in International conference on intelligent data engineering and automated learning, 2020, p. 64–76.
    [Bibtex] 
    @inproceedings{nasir2020novel,
title={A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks},
author={Nasir, Mohammad and Sadollah, Ali and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={64--76},
year={2020},
organization={Springer, Cham}
}
  • E. Osaba, J. Del Ser, X. Jubeto, A. Iglesias, I. Fister Jr, A. Gálvez, and I. Fister, “Distributed coordination of heterogeneous robotic swarms using stochastic diffusion search,” in International conference on intelligent data engineering and automated learning, 2020, p. 79–91.
    [Bibtex] 
    @inproceedings{osaba2020distributed,
title={Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search},
author={Osaba, Eneko and Del Ser, Javier and Jubeto, Xabier and Iglesias, Andr{\'e}s and Fister Jr, Iztok and G{\'a}lvez, Akemi and Fister, Iztok},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={79--91},
year={2020},
organization={Springer, Cham}
}
  • I. Fister, D. Fister, A. Iglesias, A. Galvez, E. Osaba, and J. Del Ser, “Visualization of numerical association rules by hill slopes,” in International conference on intelligent data engineering and automated learning, 2020, p. 101–111.
    [Bibtex] 
    @inproceedings{fister2020visualization,
title={Visualization of Numerical Association Rules by Hill Slopes},
author={Fister, Iztok and Fister, Du{\v{s}}an and Iglesias, Andres and Galvez, Akemi and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={101--111},
year={2020},
organization={Springer, Cham}
}
  • J. Del Ser, P. M. Crespo, and O. Galdos, “Asymmetric joint source-channel coding for correlated sources with blind hmm estimation at the receiver,” Eurasip journal on wireless communications and networking, vol. 2005, iss. 4, p. 357402, 2005.
    [Bibtex] 
    @article{del2005asymmetric,
title={Asymmetric joint source-channel coding for correlated sources with blind HMM estimation at the receiver},
author={Del Ser, Javier and Crespo, Pedro M and Galdos, Olaia},
journal={EURASIP Journal on wireless communications and networking},
volume={2005},
number={4},
pages={357402},
year={2005},
publisher={Springer International Publishing}
}
  • J. Casasempere, P. Sanchez, T. Villameriel, and J. Del Ser, “Performance evaluation of h. 264/mpeg-4 scalable video coding over ieee 802.16 e networks,” in 2009 ieee international symposium on broadband multimedia systems and broadcasting, 2009, p. 1–6.
    [Bibtex] 
    @inproceedings{casasempere2009performance,
title={Performance evaluation of H. 264/MPEG-4 scalable video coding over IEEE 802.16 e networks},
author={Casasempere, Jon and Sanchez, Pedro and Villameriel, Tomas and Del Ser, Javier},
booktitle={2009 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting},
pages={1--6},
year={2009},
organization={IEEE}
}
  • J. Del Ser, P. M. Crespo, B. H. Khalaj, and J. Gutierrez-Gutuirrez, “On combining distributed joint source-channel-network coding and turbo equalization in multiple access relay networks,” in Third ieee international conference on wireless and mobile computing, networking and communications (wimob 2007), 2007, p. 18–18.
    [Bibtex] 
    @inproceedings{del2007combining,
title={On combining distributed joint source-channel-network coding and turbo equalization in multiple access relay networks},
author={Del Ser, Javier and Crespo, Pedro M and Khalaj, Babak H and Gutierrez-Gutuirrez, Jesus},
booktitle={Third IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2007)},
pages={18--18},
year={2007},
organization={IEEE}
}
  • S. Gil-Lopez, J. Del Ser, I. Landa, L. Garcia-Padrones, S. Salcedo-Sanz, and J. A. Portilla-Figueras, “On the application of a novel grouping harmony search algorithm to the switch location problem,” in International conference on mobile lightweight wireless systems, 2010, p. 662–672.
    [Bibtex] 
    @inproceedings{gil2010application,
title={On the application of a novel grouping harmony search algorithm to the switch location problem},
author={Gil-Lopez, Sergio and Del Ser, Javier and Landa, Itziar and Garcia-Padrones, Laura and Salcedo-Sanz, Sancho and Portilla-Figueras, Jose A},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={662--672},
year={2010},
organization={Springer, Berlin, Heidelberg}
}
  • J. Del Ser, M. Matinmikko, S. Gil-Lopez, and M. Mustonen, “A novel harmony search based spectrum allocation technique for cognitive radio networks,” in 2010 7th international symposium on wireless communication systems, 2010, p. 233–237.
    [Bibtex] 
    @inproceedings{del2010novel,
title={A novel harmony search based spectrum allocation technique for cognitive radio networks},
author={Del Ser, Javier and Matinmikko, Marja and Gil-Lopez, Sergio and Mustonen, Miia},
booktitle={2010 7th International Symposium on Wireless Communication Systems},
pages={233--237},
year={2010},
organization={IEEE}
}
  • P. M. Crespo, E. Loyo, J. Del Ser, and C. J. Mitchell, “Source controlled modulation scheme for sources with memory,” in 2007 ieee international conference on communications, 2007, p. 2619–2624.
    [Bibtex] 
    @inproceedings{crespo2007source,
title={Source controlled modulation scheme for sources with memory},
author={Crespo, Pedro M and Loyo, Estibaliz and Del Ser, Javier and Mitchell, Craig J},
booktitle={2007 IEEE International Conference on Communications},
pages={2619--2624},
year={2007},
organization={IEEE}
}
  • B. H. Khalaj, J. Del Ser, P. M. Crespo, and J. Gutierrez-Gutierrez, “A novel dual-frequency multiple access relay transmission scheme,” in 2007 ieee 18th international symposium on personal, indoor and mobile radio communications, 2007, p. 1–5.
    [Bibtex] 
    @inproceedings{khalaj2007novel,
title={A novel dual-frequency multiple access relay transmission scheme},
author={Khalaj, Babak H and Del Ser, Javier and Crespo, Pedro M and Gutierrez-Gutierrez, Jesus},
booktitle={2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications},
pages={1--5},
year={2007},
organization={IEEE}
}
  • S. Gil-Lopez, J. Del Ser, and I. Olabarrieta, “A novel heuristic algorithm for multiuser detection in synchronous cdma wireless sensor networks,” in 2009 international conference on ultra modern telecommunications & workshops, 2009, p. 1–6.
    [Bibtex] 
    @inproceedings{gil2009novel,
title={A novel heuristic algorithm for multiuser detection in synchronous CDMA wireless sensor networks},
author={Gil-Lopez, Sergio and Del Ser, Javier and Olabarrieta, Ignacio},
booktitle={2009 International Conference on Ultra Modern Telecommunications \& Workshops},
pages={1--6},
year={2009},
organization={IEEE}
}
  • M. Barrenechea, M. Mendicute, J. Del Ser, and J. Thompson, “Wiener filter-based fixed-complexity vector precoding for the mimo downlink channel,” in 2009 ieee 10th workshop on signal processing advances in wireless communications, 2009, p. 216–220.
    [Bibtex] 
    @inproceedings{barrenechea2009wiener,
title={Wiener filter-based fixed-complexity vector precoding for the MIMO downlink channel},
author={Barrenechea, M and Mendicute, M and Del Ser, J and Thompson, JS},
booktitle={2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications},
pages={216--220},
year={2009},
organization={IEEE}
}
  • J. Del Ser, M. Mendicute, P. M. Crespo, S. Gil-Lopez, and I. I. Olabarrieta, “Joint source-channel-network decoding and blind estimation of correlated sensors using concatenated zigzag codes,” in International conference on ad-hoc networks and wireless, 2009, p. 30–41.
    [Bibtex] 
    @inproceedings{del2009joint,
title={Joint source-channel-network decoding and blind estimation of correlated sensors using concatenated zigzag codes},
author={Del Ser, Javier and Mendicute, Mikel and Crespo, Pedro M and Gil-Lopez, Sergio and Olabarrieta, Ignacio Inaki},
booktitle={International Conference on Ad-Hoc Networks and Wireless},
pages={30--41},
year={2009},
organization={Springer, Berlin, Heidelberg}
}
  • J. Del Ser, P. Crespo, and A. Munoz, “Joint source-channel decoding of correlated sources over isi channels,” in 2005 ieee 61st vehicular technology conference, 2005, p. 625–629.
    [Bibtex] 
    @inproceedings{del2005joint,
title={Joint source-channel decoding of correlated sources over ISI channels},
author={Del Ser, Javier and Crespo, Pedro and Munoz, Arrate},
booktitle={2005 IEEE 61st Vehicular Technology Conference},
volume={1},
pages={625--629},
year={2005},
organization={IEEE}
}
  • J. Del Ser, J. Garcia-Frias, and P. M. Crespo, “Iterative concatenated zigzag decoding and blind data fusion of correlated sensors,” in 2009 international conference on ultra modern telecommunications & workshops, 2009, p. 1–6.
    [Bibtex] 
    @inproceedings{del2009iterative,
title={Iterative concatenated zigzag decoding and blind data fusion of correlated sensors},
author={Del Ser, Javier and Garcia-Frias, Javier and Crespo, Pedro M},
booktitle={2009 International Conference on Ultra Modern Telecommunications \& Workshops},
pages={1--6},
year={2009},
organization={IEEE}
}
  • J. Del Ser, I. Olabarrieta, S. Gil-Lopez, and P. M. Crespo, “On the design of frequency-switching patterns for distributed data fusion over relay networks,” in 2010 international itg workshop on smart antennas (wsa), 2010, p. 275–279.
    [Bibtex] 
    @inproceedings{del2010design,
title={On the design of frequency-switching patterns for distributed data fusion over relay networks},
author={Del Ser, Javier and Olabarrieta, Ignacio and Gil-Lopez, Sergio and Crespo, Pedro M},
booktitle={2010 International ITG Workshop on Smart Antennas (WSA)},
pages={275--279},
year={2010},
organization={IEEE}
}
  • J. Del Ser, P. M. Crespo, I. Esnaola, and J. Garcia-Frias, “Joint source-channel coding of sources with memory using turbo codes and the burrows-wheeler transform,” Ieee transactions on communications, vol. 58, iss. 7, p. 1984–1992, 2010.
    [Bibtex] 
    @article{del2010joint,
title={Joint source-channel coding of sources with memory using turbo codes and the burrows-wheeler transform},
author={Del Ser, Javier and Crespo, Pedro M and Esnaola, I{\~n}aki and Garcia-Frias, Javier},
journal={IEEE Transactions on Communications},
volume={58},
number={7},
pages={1984--1992},
year={2010},
publisher={IEEE}
}
  • M. Matinmikko, T. Rauma, M. Mustonen, and J. Del Ser, “Architecture and approach for obtaining spectrum availability information,” in 2011 ieee 73rd vehicular technology conference (vtc spring), 2011, p. 1–5.
    [Bibtex] 
    @inproceedings{matinmikko2011architecture,
title={Architecture and approach for obtaining spectrum availability information},
author={Matinmikko, Marja and Rauma, Tapio and Mustonen, Miia and Del Ser, Javier},
booktitle={2011 IEEE 73rd Vehicular Technology Conference (VTC Spring)},
pages={1--5},
year={2011},
organization={IEEE}
}
  • P. Prieto, M. Sanchez, J. Del Ser, and M. Mendicute, “Design, simulation and hardware validation of a low-cost clms echo canceling system,” in 2009 joint ieee north-east workshop on circuits and systems and taisa conference, 2009, p. 1–4.
    [Bibtex] 
    @inproceedings{prieto2009design,
title={Design, simulation and hardware validation of a low-cost CLMS echo canceling system},
author={Prieto, Pablo and Sanchez, Mikel and Del Ser, Javier and Mendicute, Mikel},
booktitle={2009 Joint IEEE North-East Workshop on Circuits and Systems and TAISA Conference},
pages={1--4},
year={2009},
organization={IEEE}
}
  • M. Fauri, P. Crespo, and C. Mitchell, “On the coexistence of pulsed uwb communications with tv distribution services over matv cable networks,” in 2006 ieee international conference on ultra-wideband, 2006, p. 411–416.
    [Bibtex] 
    @inproceedings{fauri2006coexistence,
title={On the coexistence of pulsed uwb communications with tv distribution services over matv cable networks},
author={Fauri, M and Crespo, PM and Mitchell, C},
booktitle={2006 IEEE International Conference on Ultra-Wideband},
pages={411--416},
year={2006},
organization={IEEE}
}
  • J. Del Ser, M. N. Bilbao, S. Gil-López, M. Matinmikko, and S. Salcedo-Sanz, “Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics,” Engineering applications of artificial intelligence, vol. 24, iss. 5, p. 748–756, 2011.
    [Bibtex] 
    @article{del2011iterative,
title={Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics},
author={Del Ser, Javier and Bilbao, Miren Nekane and Gil-L{\'o}pez, Sergio and Matinmikko, Marja and Salcedo-Sanz, Sancho},
journal={Engineering Applications of Artificial Intelligence},
volume={24},
number={5},
pages={748--756},
year={2011},
publisher={Pergamon}
}
  • B. H. Khalaj, J. Del Ser, P. M. Crespo, and J. Gutierrez-Gutierrez, “Diversity gain analysis of a novel dual-frequency multiple access relay transmission scheme,” in 2007 4th international symposium on wireless communication systems, 2007, p. 460–464.
    [Bibtex] 
    @inproceedings{khalaj2007diversity,
title={Diversity Gain Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme},
author={Khalaj, Babak H and Del Ser, Javier and Crespo, Pedro M and Gutierrez-Gutierrez, Jesus},
booktitle={2007 4th International Symposium on Wireless Communication Systems},
pages={460--464},
year={2007},
organization={IEEE}
}
  • G. Unibaso, J. Del Ser, S. Gil-Lopez, and B. Molinete, “A novel cam-based traffic light preemption algorithm for efficient guidance of emergency vehicles,” in 13th international ieee conference on intelligent transportation systems, 2010, p. 74–79.
    [Bibtex] 
    @inproceedings{unibaso2010novel,
title={A novel CAM-based traffic light preemption algorithm for efficient guidance of emergency vehicles},
author={Unibaso, Galder and Del Ser, Javier and Gil-Lopez, Sergio and Molinete, Bego{\~n}a},
booktitle={13th International IEEE Conference on Intelligent Transportation Systems},
pages={74--79},
year={2010},
organization={IEEE}
}
  • I. Unanue, J. Del Ser, P. Sanchez, and J. Casasempere, “H. 264/svc rate-resiliency tradeoff in faulty communications through 802.16 e railway networks,” in 2009 international conference on ultra modern telecommunications & workshops, 2009, p. 1–6.
    [Bibtex] 
    @inproceedings{unanue2009h,
title={H. 264/SVC rate-resiliency tradeoff in faulty communications through 802.16 e railway networks},
author={Unanue, Iraide and Del Ser, Javier and Sanchez, Pedro and Casasempere, Jon},
booktitle={2009 International Conference on Ultra Modern Telecommunications \& Workshops},
pages={1--6},
year={2009},
organization={IEEE}
}
  • M. Sanchez, P. Prieto, J. Del Ser, and D. Dominguez, “Design and implementation of a direct rf-to-digital uhf-tv multichannel transceiver,” in Proceedings of 2010 ieee international symposium on circuits and systems, 2010, p. 3925–3928.
    [Bibtex] 
    @inproceedings{sanchez2010design,
title={Design and implementation of a direct RF-to-digital UHF-TV multichannel transceiver},
author={Sanchez, Mikel and Prieto, Pablo and Del Ser, Javier and Dominguez, David},
booktitle={Proceedings of 2010 IEEE International Symposium on Circuits and Systems},
pages={3925--3928},
year={2010},
organization={IEEE}
}
  • J. Del Ser, B. H. Khalaj, and others, “Performance analysis of a novel dual-frequency multiple access relay transmission scheme,” Int’l j. of communications, network and system sciences, vol. 2, iss. 07, p. 592, 2009.
    [Bibtex] 
    @article{del2009performance,
title={Performance Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme},
author={Del Ser, Javier and Khalaj, Babak H and others},
journal={Int'l J. of Communications, Network and System Sciences},
volume={2},
number={07},
pages={592},
year={2009},
publisher={Scientific Research Publishing}
}
  • M. Hernaez, P. Crespo, J. Del Ser, and J. Garcia-Frias, “Serially-concatenated ldgm codes for correlated sources over gaussian broadcast channels,” Ieee communications letters, vol. 13, iss. 10, p. 788–790, 2009.
    [Bibtex] 
    @article{hernaez2009serially,
title={Serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels},
author={Hernaez, Mikel and Crespo, Pedro and Del Ser, Javier and Garcia-Frias, Javier},
journal={IEEE communications letters},
volume={13},
number={10},
pages={788--790},
year={2009},
publisher={IEEE}
}
  • M. Hernaez, P. Crespo, J. Del Ser, and J. Garcia-Frias, “Erratum to” serially-concatenated ldgm codes for correlated sources over gaussian broadcast channels”,” Ieee communications letters, vol. 14, iss. 3, p. 235–235, 2010.
    [Bibtex] 
    @article{hernaez2010erratum,
title={Erratum to" serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels"},
author={Hernaez, Mikel and Crespo, Pedro and Del Ser, Javier and Garcia-Frias, Javier},
journal={IEEE communications letters},
volume={14},
number={3},
pages={235--235},
year={2010},
publisher={IEEE}
}
  • J. Casasempere, P. Sanchez, J. Del Ser, and I. Unanue, “Perceived qos analysis of mpeg4-aac audio delivery in railway communications,” in At 9th international workshop on electronics, control, modelling, measurement and signals, mondragon (spain), 2009.
    [Bibtex] 
    @inproceedings{casasempere2009perceived,
title={Perceived QoS Analysis of MPEG4-AAC Audio Delivery in Railway Communications},
author={Casasempere, J and Sanchez, P and Del Ser, J and Unanue, I},
booktitle={at 9th International workshop on Electronics, Control, Modelling, Measurement and Signals, Mondragon (Spain)},
year={2009}
}
  • I. Olabarrieta and J. Del Ser, “Enhanced sensing error probability estimation for iterative data fusion in the low snr regime,” in 2010 international itg workshop on smart antennas (wsa), 2010, p. 270–274.
    [Bibtex] 
    @inproceedings{olabarrieta2010enhanced,
title={Enhanced sensing error probability estimation for iterative data fusion in the low SNR regime},
author={Olabarrieta, Ignacio and Del Ser, Javier},
booktitle={2010 International ITG Workshop on Smart Antennas (WSA)},
pages={270--274},
year={2010},
organization={IEEE}
}
  • M. Mendicute, I. Sobrón, J. Del Ser, P. Prieto, and R. Isasi, “Design, simulation and implementation of a channel equalizer for dvb-t on-channel repeaters,” in 2008 third international conference on systems and networks communications, 2008, p. 11–16.
    [Bibtex] 
    @inproceedings{mendicute2008design,
title={Design, simulation and implementation of a channel equalizer for DVB-T on-channel repeaters},
author={Mendicute, Mikel and Sobr{\'o}n, Iker and Del Ser, Javier and Prieto, Pablo and Isasi, Ricardo},
booktitle={2008 Third International Conference on Systems and Networks Communications},
pages={11--16},
year={2008},
organization={IEEE}
}
  • J. Del Ser, J. Garcia-Frias, P. M. Crespo, D. Manjarres, and I. I. Olabarrieta, “On the performance of single ldgm codes for iterative data fusion over the multiple access channel,” in International workshop on multiple access communications, 2010, p. 47–57.
    [Bibtex] 
    @inproceedings{del2010performance,
title={On the performance of single LDGM codes for iterative data fusion over the multiple access channel},
author={Del Ser, Javier and Garcia-Frias, Javier and Crespo, Pedro M and Manjarres, Diana and Olabarrieta, Ignacio Inaki},
booktitle={International Workshop on Multiple Access Communications},
pages={47--57},
year={2010},
organization={Springer, Berlin, Heidelberg}
}
  • D. Manjarres, J. Del Ser, S. Gil-Lopez, M. Vecchio, I. Landa-Torres, and R. Lopez-Valcarce, “On the application of a hybrid harmony search algorithm to node localization in anchor-based wireless sensor networks,” in 2011 11th international conference on intelligent systems design and applications, 2011, p. 1014–1019.
    [Bibtex] 
    @inproceedings{manjarres2011application,
title={On the application of a hybrid harmony search algorithm to node localization in anchor-based wireless sensor networks},
author={Manjarres, Diana and Del Ser, Javier and Gil-Lopez, Sergio and Vecchio, Massimo and Landa-Torres, Itziar and Lopez-Valcarce, Roberto},
booktitle={2011 11th International Conference on Intelligent Systems Design and Applications},
pages={1014--1019},
year={2011},
organization={IEEE}
}
  • J. Del Ser, M. N. Bilbao, S. Gil-López, M. Matinmikko, and S. Salcedo-Sanz, “Resource allocation in rate-limited ofdma systems: a hybrid heuristic approach,” in 2011 international itg workshop on smart antennas, 2011, p. 1–5.
    [Bibtex] 
    @inproceedings{del2011resource,
title={Resource allocation in rate-limited OFDMA systems: a hybrid heuristic approach},
author={Del Ser, Javier and Bilbao, Miren Nekane and Gil-L{\'o}pez, Sergio and Matinmikko, Marja and Salcedo-Sanz, Sancho},
booktitle={2011 International ITG Workshop on Smart Antennas},
pages={1--5},
year={2011},
organization={IEEE}
}
  • S. Gil-Lopez, I. Landa-Torres, J. Del Ser, S. Salcedo-Sanz, D. Manjarres, and J. A. Portilla-Figueras, “A novel grouping heuristic algorithm for the switch location problem based on a hybrid dual harmony search technique,” in International work-conference on artificial neural networks, 2011, p. 17–24.
    [Bibtex] 
    @inproceedings{gil2011novel,
title={A novel grouping heuristic algorithm for the switch location problem based on a hybrid dual harmony search technique},
author={Gil-Lopez, Sergio and Landa-Torres, Itziar and Del Ser, Javier and Salcedo-Sanz, Sancho and Manjarres, Diana and Portilla-Figueras, Jose A},
booktitle={International Work-Conference on Artificial Neural Networks},
pages={17--24},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • M. Sanchez-Ponte, J. Del Ser, P. Prieto, and D. Dominguez, “Design and implementation of a multichannel uhf-tv digital if transceiver,” in Ieee international symposium on consumer electronics (isce 2010), 2010, p. 1–4.
    [Bibtex] 
    @inproceedings{sanchez2010design,
title={Design and implementation of a multichannel UHF-TV digital IF transceiver},
author={Sanchez-Ponte, Mikel and Del Ser, Javier and Prieto, Pablo and Dominguez, David},
booktitle={IEEE International Symposium on Consumer Electronics (ISCE 2010)},
pages={1--4},
year={2010},
organization={IEEE}
}
  • P. Ituero, G. Landaburu, J. Del Ser, M. López-Vallejo, P. M. Crespo, V. Atxa, and J. Altuna, “Joint source-channel decoding asip architecture for sensor networks,” in International conference on embedded software and systems, 2007, p. 98–108.
    [Bibtex] 
    @inproceedings{ituero2007joint,
title={Joint Source-Channel Decoding ASIP Architecture for Sensor Networks},
author={Ituero, Pablo and Landaburu, Gorka and Del Ser, Javier and L{\'o}pez-Vallejo, Marisa and Crespo, Pedro M and Atxa, Vicente and Altuna, Jon},
booktitle={International Conference on Embedded Software and Systems},
pages={98--108},
year={2007},
organization={Springer, Berlin, Heidelberg}
}
  • I. Olabarrieta and J. Del Ser, “Centralized synchronization methods for distributed detection in sensor networks,” in 2010 7th international symposium on wireless communication systems, 2010, p. 480–484.
    [Bibtex] 
    @inproceedings{olabarrieta2010centralized,
title={Centralized synchronization methods for distributed detection in sensor networks},
author={Olabarrieta, Ignacio and Del Ser, Javier},
booktitle={2010 7th International Symposium on Wireless Communication Systems},
pages={480--484},
year={2010},
organization={IEEE}
}
  • M. Hernaez, P. M. Crespo, J. Del Ser, and I. Ochoa, “Codigos ldgm concatenados para la transmision de fuentes correlacionadas en canales de difusion,” Receptor, vol. 2, p. 2.
    [Bibtex] 
    @article{hernaez2codigos,
title={Codigos LDGM Concatenados para la Transmision de Fuentes Correlacionadas en Canales de Difusion},
author={Hernaez, Mikel and Crespo, Pedro M and Del Ser, Javier and Ochoa, Idoia},
journal={Receptor},
volume={2},
pages={2}
}
  • I. Landa-Torres, S. Gil-Lopez, J. Del Ser, S. Salcedo-Sanz, D. Manjarres, and J. A. Portilla-Figueras, “A grouping harmony search approach for the citywide wifi deployment problem,” in 2011 11th international conference on intelligent systems design and applications, 2011, p. 1026–1031.
    [Bibtex] 
    @inproceedings{landa2011grouping,
title={A Grouping Harmony Search approach for the Citywide WiFi deployment problem},
author={Landa-Torres, Itziar and Gil-Lopez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho and Manjarres, Diana and Portilla-Figueras, Jos{\'e} Antonio},
booktitle={2011 11th International Conference on Intelligent Systems Design and Applications},
pages={1026--1031},
year={2011},
organization={IEEE}
}
  • P. M. Crespo, E. Loyo, J. Del Ser, and C. J. Mitchell, “Esquema de transmision binaria para fuentes con memoria basado en la transformacion burrows wheeler.”
    [Bibtex] 
    @article{crespoesquema,
title={Esquema de Transmision Binaria para Fuentes con Memoria basado en la Transformacion Burrows Wheeler},
author={Crespo, Pedro M and Loyo, Est{\i}baliz and Del Ser, Javier and Mitchell, Craig J}
}
  • I. Landa-Torres, J. Del Ser, S. Salcedo-Sanz, S. Gil-Lopez, J. A. Portilla-Figueras, and O. Alonso-Garrido, “A comparative study of two hybrid grouping evolutionary techniques for the capacitated p-median problem,” Computers & operations research, vol. 39, iss. 9, p. 2214–2222, 2012.
    [Bibtex] 
    @article{landa2012comparative,
title={A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem},
author={Landa-Torres, Itziar and Del Ser, Javier and Salcedo-Sanz, Sancho and Gil-Lopez, Sergio and Portilla-Figueras, Jos{\'e} Antonio and Alonso-Garrido, Oscar},
journal={Computers \& Operations Research},
volume={39},
number={9},
pages={2214--2222},
year={2012},
publisher={Pergamon}
}
  • M. Hernaez, P. M. Crespo, and J. Del Ser, “Joint non-binary ldpc-bicm and network coding with iterative decoding for the multiple access relay channel,” in 2011 ieee 73rd vehicular technology conference (vtc spring), 2011, p. 1–5.
    [Bibtex] 
    @inproceedings{hernaez2011joint,
title={Joint non-binary LDPC-BICM and network coding with iterative decoding for the multiple access relay channel},
author={Hernaez, Mikel and Crespo, Pedro M and Del Ser, Javier},
booktitle={2011 IEEE 73rd Vehicular Technology Conference (VTC Spring)},
pages={1--5},
year={2011},
organization={IEEE}
}
  • M. Barrenechea, J. S. Thompson, M. Mendicute, and J. Del Ser, “Fixed-complexity regularized vector precoding for the multiuser mimo downlink channel,” in 2009 17th european signal processing conference, 2009, p. 2406–2410.
    [Bibtex] 
    @inproceedings{barrenechea2009fixed,
title={Fixed-complexity regularized vector precoding for the multiuser MIMO downlink channel},
author={Barrenechea, Maitane and Thompson, John S and Mendicute, Mikel and Del Ser, Javier},
booktitle={2009 17th European Signal Processing Conference},
pages={2406--2410},
year={2009},
organization={IEEE}
}
  • J. A. Esteban, J. Del Ser, P. M. Crespo, and B. H. Khalaj, “Improved dual frequency multiple access relay scheme for spatially correlated sources,” in 2008 international itg workshop on smart antennas, 2008, p. 133–138.
    [Bibtex] 
    @inproceedings{esteban2008improved,
title={Improved dual frequency multiple access relay scheme for spatially correlated sources},
author={Esteban, Jose Angel and Del Ser, Javier and Crespo, Pedro M and Khalaj, Babak H},
booktitle={2008 International ITG Workshop on Smart Antennas},
pages={133--138},
year={2008},
organization={IEEE}
}
  • I. Ochoa, P. M. Crespo, J. Del Ser, and M. Hernaez, “Turbo joint source-channel coding of cycle-stationary sources in the bandwidth-limited regime.”
    [Bibtex] 
    @article{ochoaturbo,
title={Turbo Joint Source-Channel Coding of Cycle-Stationary Sources in the Bandwidth-Limited Regime},
author={Ochoa, Idoia and Crespo, Pedro M and Del Ser, Javier and Hernaez, Mikel}
}
  • I. Ochoa, P. Crespo, J. Del Ser, and M. Hernaez, “Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime,” Ieee communications letters, vol. 14, iss. 4, p. 336–338, 2010.
    [Bibtex] 
    @article{ochoa2010turbo,
title={Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime},
author={Ochoa, Idoia and Crespo, Pedro and Del Ser, Javier and Hernaez, Mikel},
journal={IEEE communications letters},
volume={14},
number={4},
pages={336--338},
year={2010},
publisher={IEEE}
}
  • M. Matinmikko, M. Mustonen, T. Rauma, and J. Del Ser, “Decision-making system for obtaining spectrum availability information in opportunistic networks,” in Proceedings of the 4th international conference on cognitive radio and advanced spectrum management, 2011, p. 1–6.
    [Bibtex] 
    @inproceedings{matinmikko2011decision,
title={Decision-making system for obtaining spectrum availability information in opportunistic networks},
author={Matinmikko, Marja and Mustonen, Miia and Rauma, Tapio and Del Ser, Javier},
booktitle={Proceedings of the 4th International Conference on Cognitive Radio and Advanced Spectrum Management},
pages={1--6},
year={2011}
}
  • I. Landa-Torres, S. Gil-Lopez, S. Salcedo-Sanz, J. Del Ser, and J. A. Portilla-Figueras, “A novel grouping harmony search algorithm for the multiple-type access node location problem,” Expert systems with applications, vol. 39, iss. 5, p. 5262–5270, 2012.
    [Bibtex] 
    @article{landa2012novel,
title={A novel grouping harmony search algorithm for the multiple-type access node location problem},
author={Landa-Torres, Itziar and Gil-Lopez, Sergio and Salcedo-Sanz, Sancho and Del Ser, Javier and Portilla-Figueras, Jos{\'e} Antonio},
journal={Expert Systems with Applications},
volume={39},
number={5},
pages={5262--5270},
year={2012},
publisher={Pergamon}
}
  • C. J. Mitchell, P. M. Crespo, and J. Del Ser, “Pulsed multi-band mimo for uwb systems,” in 2007 15th european signal processing conference, 2007, p. 2030–2034.
    [Bibtex] 
    @inproceedings{mitchell2007pulsed,
title={Pulsed multi-band MIMO for UWB systems},
author={Mitchell, Craig J and Crespo, Pedro M and Del Ser, Javier},
booktitle={2007 15th European Signal Processing Conference},
pages={2030--2034},
year={2007},
organization={IEEE}
}
  • I. Urteaga, I. Unanue, J. Del Ser, P. Sanchez, and A. Rodriguez, “On the design of a scalable multimedia streaming system based on receiver-driven flow and congestion awareness,” in 2010 international conference on signal processing and multimedia applications (sigmap), 2010, p. 39–45.
    [Bibtex] 
    @inproceedings{urteaga2010design,
title={On the design of a scalable multimedia streaming system based on receiver-driven flow and congestion awareness},
author={Urteaga, I{\~n}igo and Unanue, Iraide and Del Ser, Javier and Sanchez, Pedro and Rodriguez, Aitor},
booktitle={2010 International Conference on Signal Processing and Multimedia Applications (SIGMAP)},
pages={39--45},
year={2010},
organization={IEEE}
}
  • S. Gil-Lopez, J. Del Ser, A. Perez-Bellido, S. Salcedo-Sanz, and J. A. Portilla-Figueras, “On the application of a novel hybrid harmony search algorithm to the radar polyphase code design problem,” in 2011 ieee 73rd vehicular technology conference (vtc spring), 2011, p. 1–5.
    [Bibtex] 
    @inproceedings{gil2011application,
title={On the application of a novel hybrid harmony search algorithm to the radar polyphase code design problem},
author={Gil-Lopez, Sergio and Del Ser, Javier and Perez-Bellido, Angel and Salcedo-Sanz, Sancho and Portilla-Figueras, Jose A},
booktitle={2011 IEEE 73rd Vehicular Technology Conference (VTC Spring)},
pages={1--5},
year={2011},
organization={IEEE}
}
  • I. Unanue, I. Urteaga, R. Husemann, J. Del Ser, V. Roesler, A. Rodr{‘i}guez, and P. Sánchez, “A tutorial on h. 264/svc scalable video coding and its tradeoff between quality, coding efficiency and performance,” Recent advances on video coding, vol. 13, p. 9–15, 2011.
    [Bibtex] 
    @article{unanue2011tutorial,
title={A tutorial on H. 264/SVC scalable video coding and its tradeoff between quality, coding efficiency and performance},
author={Unanue, Iraide and Urteaga, I{\~n}igo and Husemann, Ronaldo and Del Ser, Javier and Roesler, Valter and Rodr{\'\i}guez, Aitor and S{\'a}nchez, Pedro},
journal={Recent Advances on Video Coding},
volume={13},
pages={9--15},
year={2011},
publisher={chapter}
}
  • P. M. Crespo, E. Loyo, and J. Del Ser, “Uncoded optimal binary communication for sources with memory using the burrows wheeler transform,” Aeu-international journal of electronics and communications, vol. 62, iss. 8, p. 597–609, 2008.
    [Bibtex] 
    @article{crespo2008uncoded,
title={Uncoded optimal binary communication for sources with memory using the Burrows Wheeler Transform},
author={Crespo, Pedro M and Loyo, Est{\'\i}baliz and Del Ser, Javier},
journal={AEU-International Journal of Electronics and Communications},
volume={62},
number={8},
pages={597--609},
year={2008},
publisher={Urban \& Fischer}
}
  • J. Del Ser, P. M. Crespo, I. Esnaola, and J. Garcia-Frias, “Source controlled turbo coding of sources with memory using the burrows wheeler transform,” in 4th international symposium on turbo codes & related topics; 6th international itg-conference on source and channel coding, 2006, p. 1–6.
    [Bibtex] 
    @inproceedings{del2006source,
title={Source controlled turbo coding of sources with memory using the Burrows Wheeler transform},
author={Del Ser, Javier and Crespo, Pedro M and Esnaola, Inaki and Garcia-Frias, Javier},
booktitle={4th International Symposium on Turbo Codes \& Related Topics; 6th International ITG-Conference on Source and Channel Coding},
pages={1--6},
year={2006},
organization={VDE}
}
  • C. J. Mitchell, P. M. Crespo, J. D. Ser, and C. Canto, “Ir-uwb binary communications for sources with nonequal probabilities,” in The sixth iasted international conference on communications, internet, and information technology, 2007, p. 129–134.
    [Bibtex] 
    @inproceedings{mitchell2007ir,
title={IR-UWB binary communications for sources with nonequal probabilities},
author={Mitchell, Craig J and Crespo, Pedro M and Ser, Javier Del and Canto, Carlos},
booktitle={The Sixth IASTED International Conference on Communications, Internet, and Information Technology},
pages={129--134},
year={2007},
organization={ACTA Press}
}
  • P. M. Crespo, X. Insausti, J. Del Ser, and J. Gutiérrez-Gutiérrez, “Signal shaping scheme based on the bwt for the transmission of non-binary sources with memory over the awgn channel,” in 2010 5th international icst conference on communications and networking in china, 2010, p. 1–7.
    [Bibtex] 
    @inproceedings{crespo2010signal,
title={Signal shaping scheme based on the BWT for the transmission of non-binary sources with memory over the AWGN channel},
author={Crespo, Pedro M and Insausti, Xabier and Del Ser, Javier and Guti{\'e}rrez-Guti{\'e}rrez, Jes{\'u}s},
booktitle={2010 5th International ICST Conference on Communications and Networking in China},
pages={1--7},
year={2010},
organization={IEEE}
}
  • M. Barrenechea, J. Altuna, M. Mendicute, and J. Del Ser, “A low-cost fpga-based embedded fingerprint verification and matching system,” in Intelligent technical systems, Springer, Dordrecht, 2009, p. 247–260.
    [Bibtex] 
    @incollection{barrenechea2009low,
title={A low-cost FPGA-based embedded fingerprint verification and matching system},
author={Barrenechea, Maitane and Altuna, Jon and Mendicute, Mikel and Del Ser, Javier},
booktitle={Intelligent Technical Systems},
pages={247--260},
year={2009},
publisher={Springer, Dordrecht}
}
  • M. Hernaez, P. M. Crespo, and J. Del Ser, “On the design of a novel joint network-channel coding scheme for the multiple access relay channel,” Ieee journal on selected areas in communications, vol. 31, iss. 8, p. 1368–1378, 2012.
    [Bibtex] 
    @article{hernaez2012design,
title={On the design of a novel joint network-channel coding scheme for the multiple access relay channel},
author={Hernaez, Mikel and Crespo, Pedro M and Del Ser, Javier},
journal={IEEE Journal on Selected Areas in Communications},
volume={31},
number={8},
pages={1368--1378},
year={2012},
publisher={IEEE}
}
  • L. Agust{i}, S. Salcedo-Sanz, S. Jiménez-Fernández, L. Carro-Calvo, J. Del Ser, J. A. Portilla-Figueras, and others, “A new grouping genetic algorithm for clustering problems,” Expert systems with applications, vol. 39, iss. 10, p. 9695–9703, 2012.
    [Bibtex] 
    @article{agusti2012new,
title={A new grouping genetic algorithm for clustering problems},
author={Agust{\i}, LE and Salcedo-Sanz, Sancho and Jim{\'e}nez-Fern{\'a}ndez, Silvia and Carro-Calvo, Leopoldo and Del Ser, Javier and Portilla-Figueras, Jos{\'e} Antonio and others},
journal={Expert Systems with Applications},
volume={39},
number={10},
pages={9695--9703},
year={2012},
publisher={Pergamon}
}
  • M. Hernaez, P. M. Crespo, and J. Del Ser, “Flexible channel coding approach for short-length codewords,” Ieee communications letters, vol. 16, iss. 9, p. 1508–1511, 2012.
    [Bibtex] 
    @article{hernaez2012flexible,
title={Flexible channel coding approach for short-length codewords},
author={Hernaez, Mikel and Crespo, Pedro M and Del Ser, Javier},
journal={IEEE communications letters},
volume={16},
number={9},
pages={1508--1511},
year={2012},
publisher={IEEE}
}
  • X. Insausti, P. M. Crespo, B. Beferull, and J. Del Ser, “Concurrent and distributed projection through local interference for wireless sensor networks,” in International conference on mobile lightweight wireless systems, 2011, p. 109–119.
    [Bibtex] 
    @inproceedings{insausti2011concurrent,
title={Concurrent and distributed projection through local interference for wireless sensor networks},
author={Insausti, Xabier and Crespo, Pedro M and Beferull, Baltasar and Del Ser, Javier},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={109--119},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • J. Gutiérrez-Gutiérrez, A. Podhorski, I. Iglesias, and J. Del Ser, “A note on the wiener filter for vector random processes,” in International conference on mobile lightweight wireless systems, 2011, p. 30–36.
    [Bibtex] 
    @inproceedings{gutierrez2011note,
title={A Note on the Wiener Filter for Vector Random Processes},
author={Guti{\'e}rrez-Guti{\'e}rrez, Jes{\'u}s and Podhorski, Adam and Iglesias, Inaki and Del Ser, Javier},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={30--36},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • B. Klein, J. Perez, C. Guggenmos, O. Pihlajamaa, I. Heino, and J. Del Ser, “Social acceptance and usage experiences from a mobile location-aware service environment,” in International conference on mobile lightweight wireless systems, 2011, p. 186–197.
    [Bibtex] 
    @inproceedings{klein2011social,
title={Social acceptance and usage experiences from a mobile location-aware service environment},
author={Klein, Bernhard and Perez, Jorge and Guggenmos, Christian and Pihlajamaa, Olli and Heino, Immo and Del Ser, Javier},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={186--197},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • H. Shah-Mansouri, B. H. Khalaj, S. P. Shariatpanahi, J. Del Ser, and S. Pérez-Sánchez, “Asymptotic analysis of flooding in csma-based large scale ad-hoc wireless networks,” Eurasip journal on wireless communications and networking, vol. 2012, iss. 1, p. 312, 2012.
    [Bibtex] 
    @article{shah2012asymptotic,
title={Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks},
author={Shah-Mansouri, Hamed and Khalaj, Babak Hossein and Shariatpanahi, Seyed Pooya and Del Ser, Javier and P{\'e}rez-S{\'a}nchez, Susana},
journal={EURASIP Journal on Wireless Communications and Networking},
volume={2012},
number={1},
pages={312},
year={2012},
publisher={Springer International Publishing}
}
  • S. Gil-López, J. Del Ser, S. Salcedo-Sanz, Á. M. Pérez-Bellido, J. Mar{i}, J. A. Portilla-Figueras, and others, “A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem,” Expert systems with applications, vol. 39, iss. 12, p. 11089–11093, 2012.
    [Bibtex] 
    @article{gil2012hybrid,
title={A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem},
author={Gil-L{\'o}pez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho and P{\'e}rez-Bellido, {\'A}ngel M and Mar{\i}, Jos{\'e} and Portilla-Figueras, Jos{\'e} A and others},
journal={Expert Systems with Applications},
volume={39},
number={12},
pages={11089--11093},
year={2012},
publisher={Pergamon}
}
  • I. Landa-Torres, E. G. Ortiz-Garcia, S. Salcedo-Sanz, M. J. Segovia-Vargas, S. Gil-Lopez, M. Miranda, J. M. Leiva-Murillo, and J. Del Ser, “Evaluating the internationalization success of companies through a hybrid grouping harmony search—extreme learning machine approach,” Ieee journal of selected topics in signal processing, vol. 6, iss. 4, p. 388–398, 2012.
    [Bibtex] 
    @article{landa2012evaluating,
title={Evaluating the internationalization success of companies through a hybrid grouping harmony search—extreme learning machine approach},
author={Landa-Torres, Itziar and Ortiz-Garcia, Emilio G and Salcedo-Sanz, Sancho and Segovia-Vargas, Mar{\'\i}a J and Gil-Lopez, Sergio and Miranda, Marta and Leiva-Murillo, Jose M and Del Ser, Javier},
journal={IEEE Journal of Selected Topics in Signal Processing},
volume={6},
number={4},
pages={388--398},
year={2012},
publisher={IEEE}
}
  • J. Del Ser, M. Matinmikko, S. Gil-López, and M. Mustonen, “Centralized and distributed spectrum channel assignment in cognitive wireless networks: a harmony search approach,” Applied soft computing, vol. 12, iss. 2, p. 921–930, 2012.
    [Bibtex] 
    @article{del2012centralized,
title={Centralized and distributed spectrum channel assignment in cognitive wireless networks: a harmony search approach},
author={Del Ser, Javier and Matinmikko, Marja and Gil-L{\'o}pez, Sergio and Mustonen, Miia},
journal={Applied Soft Computing},
volume={12},
number={2},
pages={921--930},
year={2012},
publisher={Elsevier}
}
  • I. Landa-Torres, S. Gil-Lopez, J. Del Ser, S. Salcedo-Sanz, D. Manjarres, and J. A. Portilla-Figueras, “Efficient citywide planning of open wifi access networks using novel grouping harmony searchheuristics,” Engineering applications of artificial intelligence, vol. 26, iss. 3, p. 1124–1130, 2013.
    [Bibtex] 
    @article{landa2013efficient,
title={Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics},
author={Landa-Torres, Itziar and Gil-Lopez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho and Manjarres, Diana and Portilla-Figueras, Jos{\'e} Antonio},
journal={Engineering Applications of Artificial Intelligence},
volume={26},
number={3},
pages={1124--1130},
year={2013},
publisher={Pergamon}
}
  • D. Manjarres, J. Del Ser, S. Gil-Lopez, M. Vecchio, I. Landa-Torres, S. Salcedo-Sanz, and R. Lopez-Valcarce, “On the design of a novel two-objective harmony search approach for distance-and connectivity-based localization in wireless sensor networks,” Engineering applications of artificial intelligence, vol. 26, iss. 2, p. 669–676, 2013.
    [Bibtex] 
    @article{manjarres2013design,
title={On the design of a novel two-objective harmony search approach for distance-and connectivity-based localization in wireless sensor networks},
author={Manjarres, Diana and Del Ser, Javier and Gil-Lopez, Sergio and Vecchio, Massimo and Landa-Torres, Itziar and Salcedo-Sanz, Sancho and Lopez-Valcarce, Roberto},
journal={Engineering Applications of Artificial Intelligence},
volume={26},
number={2},
pages={669--676},
year={2013},
publisher={Pergamon}
}
  • D. Manjarres, J. Del Ser, S. Gil-Lopez, M. Vecchio, I. Landa-Torres, and R. Lopez-Valcarce, “A novel heuristic approach for distance-and connectivity-based multihop node localization in wireless sensor networks,” Soft computing, vol. 17, iss. 1, p. 17–28, 2013.
    [Bibtex] 
    @article{manjarres2013novel,
title={A novel heuristic approach for distance-and connectivity-based multihop node localization in wireless sensor networks},
author={Manjarres, Diana and Del Ser, Javier and Gil-Lopez, Sergio and Vecchio, Massimo and Landa-Torres, Itziar and Lopez-Valcarce, Roberto},
journal={Soft Computing},
volume={17},
number={1},
pages={17--28},
year={2013},
publisher={Springer-Verlag}
}
  • T. Chen, M. Matinmikko, J. Del Ser, and J. Zhang, “Energy efficient spectrum access in cognitive wireless access networks,” Journal of green engineering, vol. 2, iss. 4, p. 305–328, 2012.
    [Bibtex] 
    @article{chen2012energy,
title={Energy efficient spectrum access in cognitive wireless access networks},
author={Chen, Tao and Matinmikko, Marja and Del Ser, Javier and Zhang, Jianhua},
journal={Journal of Green Engineering},
volume={2},
number={4},
pages={305--328},
year={2012},
publisher={River Publishers}
}
  • S. P. Shariatpanahi, B. H. Khalaj, H. Shah-Mansouri, and J. Del Ser, “Analysis of quantization effects on the performance of cooperative mimo techniques in wireless networks,” Eurasip journal on wireless communications and networking, vol. 2012, iss. 1, p. 290, 2012.
    [Bibtex] 
    @article{shariatpanahi2012analysis,
title={Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks},
author={Shariatpanahi, Seyed Pooya and Khalaj, Babak Hossein and Shah-Mansouri, Hamed and Del Ser, Javier},
journal={EURASIP Journal on Wireless Communications and Networking},
volume={2012},
number={1},
pages={290},
year={2012},
publisher={Springer International Publishing}
}
  • R. Sánchez-Montero, P. López-Esp{‘i}, D. Manjarres, I. Landa-Torres, S. Salcedo-Sanz, and J. Del Ser, “Efficient design of a double-band coplanar hybrid antenna using multi-objective evolutionary programming,” International journal of numerical modelling: electronic networks, devices and fields, vol. 26, iss. 6, p. 620–629, 2013.
    [Bibtex] 
    @article{sanchez2013efficient,
title={Efficient design of a double-band coplanar hybrid antenna using multi-objective evolutionary programming},
author={S{\'a}nchez-Montero, R and L{\'o}pez-Esp{\'\i}, P and Manjarres, D and Landa-Torres, I and Salcedo-Sanz, S and Del Ser, J},
journal={International Journal of Numerical Modelling: Electronic Networks, Devices and Fields},
volume={26},
number={6},
pages={620--629},
year={2013}
}
  • D. Manjarres, I. Landa-Torres, S. Gil-Lopez, J. Del Ser, and S. Salcedo-Sanz, “A heuristically-driven multi-criteria tool for the design of efficient open wifi access networks,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 80–84.
    [Bibtex] 
    @inproceedings{manjarres2012heuristically,
title={A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks},
author={Manjarres, Diana and Landa-Torres, Itziar and Gil-Lopez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={80--84},
year={2012},
organization={IEEE}
}
  • J. Del Ser, A. Alonso, S. Gil-Lopez, M. Garay, U. Kretzschmar, and A. Astarloa, “On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 168–169.
    [Bibtex] 
    @inproceedings{del2012design,
title={On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems},
author={Del Ser, Javier and Alonso, Asier and Gil-Lopez, Sergio and Garay, Mikel and Kretzschmar, Uli and Astarloa, Armando},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={168--169},
year={2012},
organization={IEEE}
}
  • P. Garc{‘i}a-D{‘i}az, S. Salcedo-Sanz, J. Plaza-Laina, A. Portilla-Figueras, and J. Del Ser, “A discrete particle swarm optimization algorithm for mobile network deployment problems,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 61–65.
    [Bibtex] 
    @inproceedings{garcia2012discrete,
title={A discrete particle swarm optimization algorithm for mobile network deployment problems},
author={Garc{\'\i}a-D{\'\i}az, Pilar and Salcedo-Sanz, Sancho and Plaza-Laina, Javier and Portilla-Figueras, Antonio and Del Ser, Javier},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={61--65},
year={2012},
organization={IEEE}
}
  • M. J. Salehi, B. H. Khalaj, M. Katz, G. Fazelnia, P. Karimi, and J. Del Ser, “Mobile clouds: how to find opportunities,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 170–172.
    [Bibtex] 
    @inproceedings{salehi2012mobile,
title={Mobile clouds: How to find opportunities},
author={Salehi, Mohammad Javad and Khalaj, Babak H and Katz, Marcos and Fazelnia, Ghazal and Karimi, Parishad and Del Ser, Javier},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={170--172},
year={2012},
organization={IEEE}
}
  • H. Sarvanko, M. Mustonen, M. Matinmikko, M. Höyhtyä, and J. Del Ser, “Spectrum band and rat selection for infrastructure governed opportunistic networks,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 36–40.
    [Bibtex] 
    @inproceedings{sarvanko2012spectrum,
title={Spectrum band and RAT selection for infrastructure governed opportunistic networks},
author={Sarvanko, Heli and Mustonen, Miia and Matinmikko, Marja and H{\"o}yhty{\"a}, Marko and Del Ser, Javier},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={36--40},
year={2012},
organization={IEEE}
}
  • I. Landa-Torres, D. Manjarres, S. Gil-Lopez, J. Del Ser, and S. Salcedo-Sanz, “A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics,” in 2012 ieee 17th international workshop on computer aided modeling and design of communication links and networks (camad), 2012, p. 85–89.
    [Bibtex] 
    @inproceedings{landa2012preliminary,
title={A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics},
author={Landa-Torres, Itziar and Manjarres, Diana and Gil-Lopez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho},
booktitle={2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={85--89},
year={2012},
organization={IEEE}
}
  • U. Kretzschmar, A. Astarloa, J. Jimenez, M. Garay, and J. Del Ser, “Fast and accurate single bit error injection into sram based fpgas,” in 22nd international conference on field programmable logic and applications (fpl), 2012, p. 675–678.
    [Bibtex] 
    @inproceedings{kretzschmar2012fast,
title={Fast and accurate single bit error injection into SRAM based FPGAs},
author={Kretzschmar, Uli and Astarloa, Armando and Jimenez, Jaime and Garay, Mikel and Del Ser, Javier},
booktitle={22nd International Conference on Field Programmable Logic and Applications (FPL)},
pages={675--678},
year={2012},
organization={IEEE}
}
  • I. Landa-Torres, D. Manjarres, S. Salcedo-Sanz, J. Del Ser, and S. Gil-Lopez, “A multi-objective grouping harmony search algorithm for the optimal distribution of 24-hour medical emergency units,” Expert systems with applications, vol. 40, iss. 6, p. 2343–2349, 2013.
    [Bibtex] 
    @article{landa2013multi,
title={A multi-objective grouping harmony search algorithm for the optimal distribution of 24-hour medical emergency units},
author={Landa-Torres, Itziar and Manjarres, Diana and Salcedo-Sanz, Sancho and Del Ser, Javier and Gil-Lopez, Sergio},
journal={Expert systems with applications},
volume={40},
number={6},
pages={2343--2349},
year={2013},
publisher={Pergamon}
}
  • J. Del Ser, E. A. Jorswieck, J. Miguez, M. Matinmikko, D. P. Palomar, S. S. Sanz, and S. Gil-Lopez, Mobile lightweight wireless systems: third international icst conference, mobilight 2011, bilbao, spain, may 9-10, 2011, revised selected papersSpringer, 2012.
    [Bibtex] 
    @misc{del2012mobile,
title={Mobile Lightweight Wireless Systems: Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers},
author={Del Ser, Javier and Jorswieck, Eduard Axel and Miguez, Joaquin and Matinmikko, Marja and Palomar, Daniel P and Sanz, Sancho Salcedo and Gil-Lopez, Sergio},
year={2012},
publisher={Springer}
}
  • S. Salcedo-Sanz, D. Manjarres, Á. Pastor-Sánchez, J. Del Ser, J. A. Portilla-Figueras, and S. Gil-Lopez, “One-way urban traffic reconfiguration using a multi-objective harmony search approach,” Expert systems with applications, vol. 40, iss. 9, p. 3341–3350, 2013.
    [Bibtex] 
    @article{salcedo2013one,
title={One-way urban traffic reconfiguration using a multi-objective harmony search approach},
author={Salcedo-Sanz, Sancho and Manjarres, Diana and Pastor-S{\'a}nchez, {\'A} and Del Ser, Javier and Portilla-Figueras, Jos{\'e} Antonio and Gil-Lopez, Sergio},
journal={Expert Systems with Applications},
volume={40},
number={9},
pages={3341--3350},
year={2013},
publisher={Pergamon}
}
  • M. Agrawal, A. Ahrabian, K. Aizawa, A. Akansu, A. Al-Habashna, A. Alatan, T. Alpcan, G. AlRegib, A. Anderson, J. Andrews, and others, “2012 index ieee journal of selected topics in signal processing vol. 6,” Ieee journal of selected topics in signal processing, vol. 6, iss. 8, p. 997, 2012.
    [Bibtex] 
    @article{agrawal20122012,
title={2012 Index IEEE Journal of Selected Topics in Signal Processing Vol. 6},
author={Agrawal, M and Ahrabian, A and Aizawa, K and Akansu, AN and Al-Habashna, A and Alatan, AA and Alpcan, T and AlRegib, G and Anderson, AL and Andrews, JG and others},
journal={IEEE Journal of Selected Topics in Signal Processing},
volume={6},
number={8},
pages={997},
year={2012}
}
  • L. Garc{i}a-Padrones, S. Gil-López, J. Del Ser, and G. Prieto, “Optimizacion de parámetros y criterios de salida de algoritmos genéticos para deteccion cdma,” Ursi, sept, 2010.
    [Bibtex] 
    @article{garcia2010optimizacion,
title={Optimizacion de Par{\'a}metros y Criterios de Salida de Algoritmos Gen{\'e}ticos para Deteccion CDMA},
author={Garc{\i}a-Padrones, Laura and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Prieto, Gorka},
journal={URSI, Sept},
year={2010}
}
  • I. Sobrón, J. Del Ser, and M. Mendicute, “Estudio y simulacion de repetidores regenerativos y no regenerativos en redes de difusion dvb-t.”
    [Bibtex] 
    @article{sobronestudio,
title={Estudio y Simulacion de Repetidores Regenerativos y no Regenerativos en Redes de Difusion DVB-T},
author={Sobr{\'o}n, Iker and Del Ser, Javier and Mendicute, Mikel}
}
  • E. A. Ayerbe, S. Gil-López, J. Del Ser, G. Prieto, and N. Errondosoro-Mart{i}nez, “Algoritmo de deteccion y decodificacion turbo bio-inspirado para escenarios cdma de secuencia directa.”
    [Bibtex] 
    @article{ayerbealgoritmo,
title={Algoritmo de Deteccion y Decodificacion Turbo Bio-inspirado para Escenarios CDMA de Secuencia Directa},
author={Ayerbe, Esther Achalandabaso and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Prieto, Gorka and Errondosoro-Mart{\i}nez, Naiara}
}
  • D. Manjarrés, J. Del Ser, I. I. Olabarrieta, and S. Gil-López, “Técnicas de retransmision por cambio de frecuencia en redes inalámbricas de saltounico.”
    [Bibtex] 
    @article{manjarrestecnicas,
title={T{\'e}cnicas de Retransmision por Cambio de Frecuencia en Redes Inal{\'a}mbricas de SaltoUnico},
author={Manjarr{\'e}s, Diana and Del Ser, Javier and Olabarrieta, Ignacio Inaki and Gil-L{\'o}pez, Sergio}
}
  • X. Insausti, P. M. Crespo, and J. Del Ser, “Análisis en términos de ganancia de conformación de un esquema de transmisión para fuentes multiletra no uniformes sin memoria,” Xxv simposium nacional de la unión cient\’\ifica internacional de radio (ursi 2010), p. 15–17, 2010.
    [Bibtex] 
    @article{insausti2010analisis,
title={An{\'a}lisis en t{\'e}rminos de ganancia de conformaci{\'o}n de un esquema de transmisi{\'o}n para fuentes multiletra no uniformes sin memoria},
author={Insausti, Xabier and Crespo, Pedro M and Del Ser, Javier},
journal={XXV Simposium Nacional de la Uni{\'o}n Cient{\'\i}fica Internacional de Radio (URSI 2010)},
pages={15--17},
year={2010}
}
  • G. Unibaso, S. Gil-López, J. Del Ser, and B. Molinete, “Algoritmo de control predictivo de semáforos basado en comunicaciones v2i con mensajes cam.”
    [Bibtex] 
    @article{unibasoalgoritmo,
title={Algoritmo de Control Predictivo de Sem{\'a}foros basado en Comunicaciones V2I con Mensajes CAM},
author={Unibaso, Galder and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Molinete, Begona}
}
  • J. A. Esteban, J. Del Ser, P. M. Crespo, and B. H. Khalaj, “Técnicas avanzadas de retransmision para redes de multiple acceso con fuentes correlacionadas.”
    [Bibtex] 
    @article{estebantecnicas,
title={T{\'e}cnicas Avanzadas de Retransmision para Redes de Multiple Acceso con Fuentes Correlacionadas},
author={Esteban, Jos{\'e} Angel and Del Ser, Javier and Crespo, Pedro M and Khalaj, Babak H}
}
  • A. Erdozain, P. M. Crespo, and J. Del Ser, “Codigos multinivel para la transmision de fuentes correlacionadas a través de canales de difusion,” Receptor, vol. 1, p. 1.
    [Bibtex] 
    @article{erdozain1codigos,
title={Codigos Multinivel para la Transmision de Fuentes Correlacionadas a trav{\'e}s de Canales de Difusion},
author={Erdozain, Aitor and Crespo, Pedro M and Del Ser, Javier},
journal={RECEPTOR},
volume={1},
pages={1}
}
  • J. A. Esteban, J. Del Ser, B. H. Khalaj, and P. M. Crespo, “Comparacion de técnicas de codificacion de red y encaminamiento para redes de multidifusion.”
    [Bibtex] 
    @article{estebancomparacion,
title={Comparacion de T{\'e}cnicas de Codificacion de Red y Encaminamiento para Redes de Multidifusion},
author={Esteban, Jos{\'e} Angel and Del Ser, Javier and Khalaj, Babak H and Crespo, Pedro M}
}
  • I. Unanue, I. Barrios, J. Casasempere, P. Sánchez, and J. Del Ser, “Plataforma de evaluación de codificación de v\’\ideo escalable h. 264/svc sobre redes ieee 802.16 e.”
    [Bibtex] 
    @article{unanueplataforma,
title={Plataforma de Evaluaci{\'o}n de Codificaci{\'o}n de V{\'\i}deo Escalable H. 264/SVC sobre Redes IEEE 802.16 e},
author={Unanue, Iraide and Barrios, Itxaso and Casasempere, Jon and S{\'a}nchez, Pedro and Del Ser, Javier}
}
  • U. Kretzschmar, A. Astarloa, J. Lázaro, M. Garay, and J. Del Ser, “Robustness of different tmr granularities in shared wishbone architectures on sram fpga,” in 2012 international conference on reconfigurable computing and fpgas, 2012, p. 1–6.
    [Bibtex] 
    @inproceedings{kretzschmar2012robustness,
title={Robustness of different TMR granularities in shared wishbone architectures on SRAM FPGA},
author={Kretzschmar, Uli and Astarloa, Armando and L{\'a}zaro, Jes{\'u}s and Garay, Mikel and Del Ser, Javier},
booktitle={2012 International Conference on Reconfigurable Computing and FPGAs},
pages={1--6},
year={2012},
organization={IEEE}
}
  • I. Ochoa, P. M. Crespo, J. Del Ser, and M. Hernaez, “Joint turbo coding and source-controlled modulation of cycle-stationary sources in the bandwidth-limited regime,” in International conference on mobile lightweight wireless systems, 2010, p. 618–625.
    [Bibtex] 
    @inproceedings{ochoa2010joint,
title={Joint Turbo Coding and Source-Controlled Modulation of Cycle-Stationary Sources in the Bandwidth-Limited Regime},
author={Ochoa, Idoia and Crespo, Pedro M and Del Ser, Javier and Hernaez, Mikel},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={618--625},
year={2010},
organization={Springer, Berlin, Heidelberg}
}
  • S. Gil-Lopez, J. Del Ser, and L. Garcia-Padrones, “Harmony search heuristics for quasi-asynchronous cdma detection with m-pam signalling,” in International conference on mobile lightweight wireless systems, 2010, p. 626–637.
    [Bibtex] 
    @inproceedings{gil2010harmony,
title={Harmony search heuristics for quasi-asynchronous CDMA detection with M-PAM signalling},
author={Gil-Lopez, Sergio and Del Ser, Javier and Garcia-Padrones, Laura},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={626--637},
year={2010},
organization={Springer, Berlin, Heidelberg}
}
  • D. Manjarres, I. Landa-Torres, S. Gil-Lopez, J. Del Ser, M. N. Bilbao, S. Salcedo-Sanz, and Z. W. Geem, “A survey on applications of the harmony search algorithm,” Engineering applications of artificial intelligence, vol. 26, iss. 8, p. 1818–1831, 2013.
    [Bibtex] 
    @article{manjarres2013survey,
title={A survey on applications of the harmony search algorithm},
author={Manjarres, Diana and Landa-Torres, Itziar and Gil-Lopez, Sergio and Del Ser, Javier and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho and Geem, Zong Woo},
journal={Engineering Applications of Artificial Intelligence},
volume={26},
number={8},
pages={1818--1831},
year={2013},
publisher={Pergamon}
}
  • A. Popescu, H. Kim, F. R. Davoli, R. D. Lopez, S. Thao, J. Del Ser, and G. Wunder, “Enviran: energy efficient virtual radio access networks,” in 2013 16th international symposium on wireless personal multimedia communications (wpmc), 2013, p. 1–5.
    [Bibtex] 
    @inproceedings{popescu2013enviran,
title={ENVIRAN: Energy efficient virtual radio access networks},
author={Popescu, Adrian and Kim, Haesik and Davoli, Franco R and Lopez, Raul Dopico and Thao, Somsai and Del Ser, Javier and Wunder, Gerhard},
booktitle={2013 16th International Symposium on Wireless Personal Multimedia Communications (WPMC)},
pages={1--5},
year={2013},
organization={IEEE}
}
  • U. Kretzschmar, A. Astarloa, J. Jiménez, M. Garay, and J. Del Ser, “Compact and fast fault injection system for robustness measurements on sram-based fpgas,” Ieee transactions on industrial electronics, vol. 61, iss. 5, p. 2493–2503, 2013.
    [Bibtex] 
    @article{kretzschmar2013compact,
title={Compact and fast fault injection system for robustness measurements on SRAM-based FPGAs},
author={Kretzschmar, Uli and Astarloa, Armando and Jim{\'e}nez, Jaime and Garay, Mikel and Del Ser, Javier},
journal={IEEE Transactions on Industrial electronics},
volume={61},
number={5},
pages={2493--2503},
year={2013},
publisher={IEEE}
}
  • M. Matinmikko, J. Del Ser, T. Rauma, and M. Mustonen, “Fuzzy-logic based framework for spectrum availability assessment in cognitive radio systems,” Ieee journal on selected areas in communications, vol. 31, iss. 11, p. 2173–2184, 2013.
    [Bibtex] 
    @article{matinmikko2013fuzzy,
title={Fuzzy-logic based framework for spectrum availability assessment in cognitive radio systems},
author={Matinmikko, Marja and Del Ser, Javier and Rauma, Tapio and Mustonen, Miia},
journal={IEEE Journal on selected areas in communications},
volume={31},
number={11},
pages={2173--2184},
year={2013},
publisher={IEEE}
}
  • S. Salcedo-Sanz, J. Del Ser, I. Landa-Torres, S. Gil-López, and A. Portilla-Figueras, “The coral reefs optimization algorithm: an efficient meta-heuristic for solving hard optimization problems,” in Proceedings of the 15th international conference on applied stochastic models and data analysis (asmda2013), mataró, 2013, p. 751–758.
    [Bibtex] 
    @inproceedings{salcedo2013coral,
title={The coral reefs optimization algorithm: an efficient meta-heuristic for solving hard optimization problems},
author={Salcedo-Sanz, S and Del Ser, J and Landa-Torres, I and Gil-L{\'o}pez, S and Portilla-Figueras, A},
booktitle={Proceedings of the 15th International Conference on Applied Stochastic Models and Data Analysis (ASMDA2013), Matar{\'o}},
pages={751--758},
year={2013}
}
  • A. Sirotkin, K. Koskela-Huotari, K. Karppinen, J. Del Ser, and B. McCabe, “Differentiation in the cloud: methodology for integrating customer values in experience design,” in 2012 38th euromicro conference on software engineering and advanced applications, 2012, p. 453–459.
    [Bibtex] 
    @inproceedings{sirotkin2012differentiation,
title={Differentiation in the cloud: methodology for integrating customer values in experience design},
author={Sirotkin, Andrey and Koskela-Huotari, Kaisa and Karppinen, Kaarina and Del Ser, Javier and McCabe, Bronan},
booktitle={2012 38th Euromicro Conference on Software Engineering and Advanced Applications},
pages={453--459},
year={2012},
organization={IEEE}
}
  • M. N. Bilbao, S. Gil-López, J. Del Ser, S. Salcedo-Sanz, M. Sánchez-Ponte, and A. Arana-Castro, “Novel hybrid heuristics for an extension of the dynamic relay deployment problem over disaster areas,” Top, vol. 22, iss. 3, p. 997–1016, 2014.
    [Bibtex] 
    @article{bilbao2014novel,
title={Novel hybrid heuristics for an extension of the dynamic relay deployment problem over disaster areas},
author={Bilbao, Miren Nekane and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho and S{\'a}nchez-Ponte, Mikel and Arana-Castro, Antonio},
journal={Top},
volume={22},
number={3},
pages={997--1016},
year={2014},
publisher={Springer Berlin Heidelberg}
}
  • M. Hernaez, I. Alustiza, P. M. Crespo, and J. Del Ser, “A decode-and-forward scheme for multihop wireless networks,” in 2013 ieee 78th vehicular technology conference (vtc fall), 2013, p. 1–5.
    [Bibtex] 
    @inproceedings{hernaez2013decode,
title={A decode-and-forward scheme for multihop wireless networks},
author={Hernaez, Mikel and Alustiza, Iker and Crespo, Pedro M and Del Ser, Javier},
booktitle={2013 IEEE 78th Vehicular Technology Conference (VTC Fall)},
pages={1--5},
year={2013},
organization={IEEE}
}
  • J. M. Cabero, I. I. Olabarrieta, S. Gil-López, J. Del Ser, and J. L. Mart{‘i}n, “A novel range-free localization algorithm to turn connectivity traces and motion data into localization information,” Ad hoc networks, vol. 20, p. 36–52, 2014.
    [Bibtex] 
    @article{cabero2014novel,
title={A novel range-free localization algorithm to turn connectivity traces and motion data into localization information},
author={Cabero, Jos{\'e} Mar{\'\i}a and Olabarrieta, Ignacio I{\~n}aki and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Mart{\'\i}n, Jos{\'e} Luis},
journal={Ad hoc networks},
volume={20},
pages={36--52},
year={2014},
publisher={Elsevier}
}
  • D. Manjarres, V. Sanchez, J. Del Ser, I. Landa-Torres, S. Gil-Lopez, N. V. Walle, and N. Guidon, “A novel multi-objective algorithm for the optimal placement of wind turbines with cost and yield production criteria,” in 2014 5th international renewable energy congress (irec), 2014, p. 1–6.
    [Bibtex] 
    @inproceedings{manjarres2014novel,
title={A novel multi-objective algorithm for the optimal placement of wind turbines with cost and yield production criteria},
author={Manjarres, Diana and Sanchez, Valentin and Del Ser, Javier and Landa-Torres, Itziar and Gil-Lopez, Sergio and Walle, Na{\"\i}ma Vande and Guidon, Nicolaz},
booktitle={2014 5th International Renewable Energy Congress (IREC)},
pages={1--6},
year={2014},
organization={IEEE}
}
  • S. Salcedo-Sanz, J. Del Ser, and Z. Geem, “An island grouping genetic algorithm for fuzzy partitioning problems,” The scientific world journal, vol. 2014, 2014.
    [Bibtex] 
    @article{salcedo2014island,
title={An island grouping genetic algorithm for fuzzy partitioning problems},
author={Salcedo-Sanz, S and Del Ser, J and Geem, ZW},
journal={The Scientific World Journal},
volume={2014},
year={2014},
publisher={Hindawi}
}
  • J. M. Cabero, I. Olabarrieta, S. Gil-López, J. Del Ser, and J. L. Mart{‘i}n, “Range-free localization algorithm based on connectivity and motion,” Wireless networks, vol. 20, iss. 8, p. 2287–2305, 2014.
    [Bibtex] 
    @article{cabero2014range,
title={Range-free localization algorithm based on connectivity and motion},
author={Cabero, Jos{\'e} Mar{\'\i}a and Olabarrieta, Ignacio and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Mart{\'\i}n, Jos{\'e} Luis},
journal={Wireless networks},
volume={20},
number={8},
pages={2287--2305},
year={2014},
publisher={Springer US}
}
  • S. Salcedo-Sanz, J. A. Portilla-Figueras, J. Munoz-Bulnes, J. Del Ser, and M. N. Bilbao, “A novel harmony search algorithm for one-year-ahead energy demand estimation using macroeconomic variables,” in International joint conference soco’14-cisis’14-iceute’14, 2014, p. 251–258.
    [Bibtex] 
    @inproceedings{salcedo2014novel,
title={A novel harmony search algorithm for one-year-ahead energy demand estimation using macroeconomic variables},
author={Salcedo-Sanz, Sancho and Portilla-Figueras, Jos{\'e} Antonio and Munoz-Bulnes, Jes{\'u}s and Del Ser, Javier and Bilbao, Miren Nekane},
booktitle={International Joint Conference SOCO’14-CISIS’14-ICEUTE’14},
pages={251--258},
year={2014},
organization={Springer, Cham}
}
  • M. N. Bilbao, J. Del Ser, S. Salcedo-Sanz, S. Gil-López, and J. A. Portilla-Figueras, “A bi-objective harmony search approach for deploying cost-effective multi-hop communications over large-area wildfires,” in International joint conference soco’14-cisis’14-iceute’14, 2014, p. 93–103.
    [Bibtex] 
    @inproceedings{bilbao2014bi,
title={A Bi-objective harmony search approach for deploying cost-effective multi-hop communications over large-area wildfires},
author={Bilbao, Miren Nekane and Del Ser, Javier and Salcedo-Sanz, Sancho and Gil-L{\'o}pez, Sergio and Portilla-Figueras, Jos{\'e} Antonio},
booktitle={International Joint Conference SOCO’14-CISIS’14-ICEUTE’14},
pages={93--103},
year={2014},
organization={Springer, Cham}
}
  • L. G. J. P. I. . S. S Salcedo-Sanz J Del Ser, “The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems,” The scientific world journal, 2014.
    [Bibtex] 
    @article{s2014coral,
title={The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems},
author={S Salcedo-Sanz, J Del Ser, I Landa-Torres, S Gil-L{\'o}pez, JA Portilla-Figueras},
journal={The Scientific World Journal},
year={2014},
publisher={Hindawi Publishing Corporation}
}
  • S. Salcedo-Sanz, P. Garc{‘i}a-D{‘i}az, J. A. Portilla-Figueras, J. Del Ser, and S. Gil-Lopez, “A coral reefs optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion,” Applied soft computing, vol. 24, p. 239–248, 2014.
    [Bibtex] 
    @article{salcedo2014coral,
title={A coral reefs optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion},
author={Salcedo-Sanz, Sancho and Garc{\'\i}a-D{\'\i}az, Pilar and Portilla-Figueras, Jos{\'e} Antonio and Del Ser, Javier and Gil-Lopez, Sergio},
journal={Applied Soft Computing},
volume={24},
pages={239--248},
year={2014},
publisher={Elsevier}
}
  • A. I. Torre-Bastida, E. Villar-Rodriguez, J. Del Ser, D. Camacho, and M. Gonzalez-Rodriguez, “On interlinking linked data sources by using ontology matching techniques and the map-reduce framework,” in International conference on intelligent data engineering and automated learning, 2014, p. 53–60.
    [Bibtex] 
    @inproceedings{torre2014interlinking,
title={On interlinking linked data sources by using ontology matching techniques and the map-reduce framework},
author={Torre-Bastida, Ana I and Villar-Rodriguez, Esther and Del Ser, Javier and Camacho, David and Gonzalez-Rodriguez, Marta},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={53--60},
year={2014},
organization={Springer, Cham}
}
  • E. Villar-Rodriguez, J. Del Ser, and S. Salcedo-Sanz, “On a machine learning approach for the detection of impersonation attacks in social networks,” in Intelligent distributed computing viii, Springer, Cham, 2015, p. 259–268.
    [Bibtex] 
    @incollection{villar2015machine,
title={On a machine learning approach for the detection of impersonation attacks in social networks},
author={Villar-Rodriguez, Esther and Del Ser, Javier and Salcedo-Sanz, Sancho},
booktitle={Intelligent Distributed Computing VIII},
pages={259--268},
year={2015},
publisher={Springer, Cham}
}
  • A. I. Torre-Bastida, E. Villar-Rodriguez, J. Del Ser, and S. Gil-Lopez, “Semantic information fusion of linked open data and social big data for the creation of an extended corporate crm database,” in Intelligent distributed computing viii, Springer, Cham, 2015, p. 211–221.
    [Bibtex] 
    @incollection{torre2015semantic,
title={Semantic information fusion of linked open data and social big data for the creation of an extended corporate CRM database},
author={Torre-Bastida, Ana I and Villar-Rodriguez, Esther and Del Ser, Javier and Gil-Lopez, Sergio},
booktitle={Intelligent Distributed Computing VIII},
pages={211--221},
year={2015},
publisher={Springer, Cham}
}
  • S. Salcedo-Sanz, A. Pastor-Sánchez, J. Del Ser, L. Prieto, and Z. Geem, “A coral reefs optimization algorithm with harmony search operators for accurate wind speed prediction,” Renewable energy, vol. 75, p. 93–101, 2015.
    [Bibtex] 
    @article{salcedo2015coral,
title={A coral reefs optimization algorithm with harmony search operators for accurate wind speed prediction},
author={Salcedo-Sanz, Sancho and Pastor-S{\'a}nchez, Alvaro and Del Ser, Javier and Prieto, Luis and Geem, Zong-Woo},
journal={Renewable Energy},
volume={75},
pages={93--101},
year={2015},
publisher={Pergamon}
}
  • C. Garcia-Santiago, J. Del Ser, C. Upton, F. Quilligan, S. Gil-Lopez, and S. Salcedo-Sanz, “A random-key encoded harmony search approach for energy-efficient production scheduling with shared resources,” Engineering optimization, vol. 47, iss. 11, p. 1481–1496, 2015.
    [Bibtex] 
    @article{garcia2015random,
title={A random-key encoded harmony search approach for energy-efficient production scheduling with shared resources},
author={Garcia-Santiago, CA and Del Ser, Javier and Upton, C and Quilligan, F and Gil-Lopez, S and Salcedo-Sanz, Sancho},
journal={Engineering Optimization},
volume={47},
number={11},
pages={1481--1496},
year={2015},
publisher={Taylor \& Francis}
}
  • S. Salcedo-Sanz, J. Muñoz-Bulnes, J. A. Portilla-Figueras, and J. Del Ser, “One-year-ahead energy demand estimation from macroeconomic variables using computational intelligence algorithms,” Energy conversion and management, vol. 99, p. 62–71, 2015.
    [Bibtex] 
    @article{salcedo2015one,
title={One-year-ahead energy demand estimation from macroeconomic variables using computational intelligence algorithms},
author={Salcedo-Sanz, Sancho and Mu{\~n}oz-Bulnes, J and Portilla-Figueras, Jose Antonio and Del Ser, Javier},
journal={Energy Conversion and Management},
volume={99},
pages={62--71},
year={2015},
publisher={Pergamon}
}
  • J. Del Ser, D. Manjarres, P. M. Crespo, S. Gil-Lopez, and J. Garcia-Frias, “Iterative fusion of distributed decisions over the gaussian multiple-access channel using concatenated bch-ldgm codes,” Eurasip journal on wireless communications and networking, vol. 2011, p. 1–12, 2011.
    [Bibtex] 
    @article{del2011iterative,
title={Iterative fusion of distributed decisions over the Gaussian multiple-access channel using concatenated BCH-LDGM codes},
author={Del Ser, Javier and Manjarres, Diana and Crespo, Pedro M and Gil-Lopez, Sergio and Garcia-Frias, Javier},
journal={EURASIP Journal on Wireless Communications and Networking},
volume={2011},
pages={1--12},
year={2011},
publisher={Springer International Publishing}
}
  • J. Morgade, A. Arrinda, C. Fernández, G. Prieto, M. M. Vélez, X. Reves, R. Ferrus, J. Valenzuela, S. Ru{‘i}z, R. Agusti, and others, Planificación y verificación de instalación de la red tetra en metro bilbaoIEEE, 2005.
    [Bibtex] 
    @misc{morgade2005planificacion,
title={PLANIFICACI{\'O}N Y VERIFICACI{\'O}N DE INSTALACI{\'O}N DE LA RED TETRA EN METRO BILBAO},
author={Morgade, Javier and Arrinda, Amaia and Fern{\'a}ndez, Carlos and Prieto, Gorka and V{\'e}lez, Manuel M{\textordfeminine} and Reves, Xavier and Ferrus, R and Valenzuela, JL and Ru{\'\i}z, Silvia and Agusti, Ramon and others},
year={2005},
publisher={IEEE}
}
  • I. Eguia and J. Del Ser, “A meta-heuristically optimized fuzzy approach towards multi-metric security risk assessment in heterogeneous system of systems.,” in Peccs, 2014, p. 231–236.
    [Bibtex] 
    @inproceedings{eguia2014meta,
title={A Meta-heuristically Optimized Fuzzy Approach towards Multi-metric Security Risk Assessment in Heterogeneous System of Systems.},
author={Eguia, Inaki and Del Ser, Javier},
booktitle={PECCS},
pages={231--236},
year={2014}
}
  • A. I. Torre-Bastida, E. Villar-Rodriguez, S. Gil-Lopez, and J. Del Ser, “Design and implementation of an extended corporate crmdatabase system with big data analytical functionalities.,” J. ucs, vol. 21, iss. 6, p. 757–776, 2015.
    [Bibtex] 
    @article{torre2015design,
title={Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities.},
author={Torre-Bastida, Ana I and Villar-Rodriguez, Esther and Gil-Lopez, Sergio and Del Ser, Javier},
journal={J. UCS},
volume={21},
number={6},
pages={757--776},
year={2015}
}
  • J. Del Ser, M. N. Bilbao, C. Perfecto, and S. Salcedo-Sanz, “A harmony search approach for the selective pick-up and delivery problem with delayed drop-off,” in Harmony search algorithm, Springer, Berlin, Heidelberg, 2016, p. 121–131.
    [Bibtex] 
    @incollection{del2016harmony,
title={A harmony search approach for the selective pick-up and delivery problem with delayed drop-off},
author={Del Ser, Javier and Bilbao, Miren Nekane and Perfecto, Cristina and Salcedo-Sanz, Sancho},
booktitle={Harmony Search Algorithm},
pages={121--131},
year={2016},
publisher={Springer, Berlin, Heidelberg}
}
  • C. Perfecto, M. N. Bilbao, J. Del Ser, A. Ferro, and S. Salcedo-Sanz, “Dandelion-encoded harmony search heuristics for opportunistic traffic offloading in synthetically modeled mobile networks,” in Harmony search algorithm, Springer, Berlin, Heidelberg, 2016, p. 133–145.
    [Bibtex] 
    @incollection{perfecto2016dandelion,
title={Dandelion-encoded harmony search heuristics for opportunistic traffic offloading in synthetically modeled mobile networks},
author={Perfecto, Cristina and Bilbao, Miren Nekane and Del Ser, Javier and Ferro, Armando and Salcedo-Sanz, Sancho},
booktitle={Harmony Search Algorithm},
pages={133--145},
year={2016},
publisher={Springer, Berlin, Heidelberg}
}
  • L. Cuadra, S. Salcedo-Sanz, J. Del Ser, S. Jiménez-Fernández, and Z. W. Geem, “A critical review of robustness in power grids using complex networks concepts,” Energies, vol. 8, iss. 9, p. 9211–9265, 2015.
    [Bibtex] 
    @article{cuadra2015critical,
title={A critical review of robustness in power grids using complex networks concepts},
author={Cuadra, Lucas and Salcedo-Sanz, Sancho and Del Ser, Javier and Jim{\'e}nez-Fern{\'a}ndez, Silvia and Geem, Zong Woo},
journal={Energies},
volume={8},
number={9},
pages={9211--9265},
year={2015},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • E. Villar-Rodr{‘i}guez, J. Del Ser, A. I. Torre-Bastida, M. N. Bilbao, and S. Salcedo-Sanz, “A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines,” Concurrency and computation: practice and experience, vol. 28, iss. 4, p. 1385–1395, 2016.
    [Bibtex] 
    @article{villar2016novel,
title={A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines},
author={Villar-Rodr{\'\i}guez, Esther and Del Ser, Javier and Torre-Bastida, Ana I and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho},
journal={Concurrency and Computation: Practice and Experience},
volume={28},
number={4},
pages={1385--1395},
year={2016}
}
  • C. Perfecto, M. N. Bilbao, J. Del Ser, and A. Ferro, “On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems,” in 2015 international symposium on innovations in intelligent systems and applications (inista), 2015, p. 1–8.
    [Bibtex] 
    @inproceedings{perfecto2015heritability,
title={On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems},
author={Perfecto, Cristina and Bilbao, Miren Nekane and Del Ser, Javier and Ferro, Armando},
booktitle={2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA)},
pages={1--8},
year={2015},
organization={IEEE}
}
  • M. N. Bilbao, J. D. Ser, S. Salcedo-Sanz, and C. Casanova-Mateo, “On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study,” International journal of bio-inspired computation, vol. 7, iss. 5, p. 270–284, 2015.
    [Bibtex] 
    @article{bilbao2015application,
title={On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study},
author={Bilbao, Miren Nekane and Ser, Javier Del and Salcedo-Sanz, Sancho and Casanova-Mateo, Carlos},
journal={International Journal of Bio-Inspired Computation},
volume={7},
number={5},
pages={270--284},
year={2015},
publisher={Inderscience Publishers (IEL)}
}
  • A. Gonzalez-Pardo, J. Del Ser, and D. Camacho, “On the applicability of ant colony optimization to non-intrusive load monitoring in smart grids,” in Conference of the spanish association for artificial intelligence, 2015, p. 312–321.
    [Bibtex] 
    @inproceedings{gonzalez2015applicability,
title={On the applicability of ant colony optimization to non-intrusive load monitoring in smart grids},
author={Gonzalez-Pardo, Antonio and Del Ser, Javier and Camacho, David},
booktitle={Conference of the Spanish association for artificial intelligence},
pages={312--321},
year={2015},
organization={Springer, Cham}
}
  • S. Salcedo-Sanz, P. Garc{‘i}a-D{‘i}az, J. Del Ser, M. N. Bilbao, and J. A. Portilla-Figueras, “A novel grouping coral reefs optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria,” Expert systems with applications, vol. 55, p. 388–402, 2016.
    [Bibtex] 
    @article{salcedo2016novel,
title={A novel grouping coral reefs optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria},
author={Salcedo-Sanz, Sancho and Garc{\'\i}a-D{\'\i}az, Pilar and Del Ser, Javier and Bilbao, Miren Nekane and Portilla-Figueras, Jos{\'e} Antonio},
journal={Expert Systems with Applications},
volume={55},
pages={388--402},
year={2016},
publisher={Pergamon}
}
  • S. Salcedo-Sanz, J. Del Ser, S. Gil-López, I. Landa-Torres, and J. Portilla-Figueras, “The coral reefs optimization algorithm: a new metaheuristic algorithm for hard optimization problems,” in Proc. of the 15th international conference on applied stochastic models and data analysis (asmda), mataró, barcelona, 2013.
    [Bibtex] 
    @inproceedings{salcedo2013coral,
title={The Coral Reefs Optimization Algorithm: A new metaheuristic algorithm for hard optimization problems},
author={Salcedo-Sanz, S and Del Ser, J and Gil-L{\'o}pez, S and Landa-Torres, I and Portilla-Figueras, JA},
booktitle={Proc. of the 15th International Conference on Applied Stochastic Models and Data Analysis (ASMDA), Matar{\'o}, Barcelona},
year={2013}
}
  • U. Kretzschmar, J. Gomez-Cornejo, A. Astarloa, U. Bidarte, and J. Del Ser, “Synchronization of faulty processors in coarse-grained tmr protected partially reconfigurable fpga designs,” Reliability engineering & system safety, vol. 151, p. 1–9, 2016.
    [Bibtex] 
    @article{kretzschmar2016synchronization,
title={Synchronization of faulty processors in coarse-grained TMR protected partially reconfigurable FPGA designs},
author={Kretzschmar, Uli and Gomez-Cornejo, Julen and Astarloa, Armando and Bidarte, Unai and Del Ser, Javier},
journal={Reliability Engineering \& System Safety},
volume={151},
pages={1--9},
year={2016},
publisher={Elsevier}
}
  • J. Del Ser, M. N. Bilbao, C. Perfecto, A. Gonzalez-Pardo, and S. Campos-Cordobes, “Joint topology optimization, power control and spectrum allocation for intra-vehicular multi-hop sensor networks using dandelion-encoded heuristics,” in European conference on the applications of evolutionary computation, 2016, p. 235–250.
    [Bibtex] 
    @inproceedings{del2016joint,
title={Joint topology optimization, power control and spectrum allocation for intra-vehicular multi-hop sensor networks using dandelion-encoded heuristics},
author={Del Ser, Javier and Bilbao, Miren Nekane and Perfecto, Cristina and Gonzalez-Pardo, Antonio and Campos-Cordobes, Sergio},
booktitle={European Conference on the Applications of Evolutionary Computation},
pages={235--250},
year={2016},
organization={Springer, Cham}
}
  • A. Gonzalez-Pardo, J. D. Ser, and D. Camacho, “Solving strategy board games using a csp-based aco approach,” International journal of bio-inspired computation, vol. 10, iss. 2, p. 136–144, 2017.
    [Bibtex] 
    @article{gonzalez2017solving,
title={Solving strategy board games using a CSP-based ACO approach},
author={Gonzalez-Pardo, Antonio and Ser, Javier Del and Camacho, David},
journal={International Journal of Bio-Inspired Computation},
volume={10},
number={2},
pages={136--144},
year={2017},
publisher={Inderscience Publishers (IEL)}
}
  • C. Perfecto, J. Del Ser, M. I. Ashraf, M. N. Bilbao, and M. Bennis, “Beamwidth optimization in millimeter wave small cell networks with relay nodes: a swarm intelligence approach,” in European wireless 2016; 22th european wireless conference, 2016, p. 1–6.
    [Bibtex] 
    @inproceedings{perfecto2016beamwidth,
title={Beamwidth optimization in millimeter wave small cell networks with relay nodes: A swarm intelligence approach},
author={Perfecto, Cristina and Del Ser, Javier and Ashraf, Muhammad Ikram and Bilbao, Miren Nekane and Bennis, Mehdi},
booktitle={European Wireless 2016; 22th European Wireless Conference},
pages={1--6},
year={2016},
organization={VDE}
}
  • [PDF] I. Lana, J. Del Ser, and I. I. Olabarrieta, “Understanding daily mobility patterns in urban road networks using traffic flow analytics,” in Noms 2016-2016 ieee/ifip network operations and management symposium, 2016, p. 1157–1162.
    [Bibtex] 
    @inproceedings{lana2016understanding,
title={Understanding daily mobility patterns in urban road networks using traffic flow analytics},
author={Lana, Ibai and Del Ser, Javier and Olabarrieta, Ignacio Inaki},
booktitle={NOMS 2016-2016 IEEE/IFIP Network Operations and Management Symposium},
pages={1157--1162},
year={2016},
organization={IEEE}
}
  • J. L. Lobo, O. C. Santos, J. G. Boticario, and J. Del Ser, “Identifying recommendation opportunities for computer-supported collaborative environments,” Expert systems, vol. 33, iss. 5, p. 463–479, 2016.
    [Bibtex] 
    @article{lobo2016identifying,
title={Identifying recommendation opportunities for computer-supported collaborative environments},
author={Lobo, Jesus L and Santos, Olga C and Boticario, Jesus G and Del Ser, Javier},
journal={Expert Systems},
volume={33},
number={5},
pages={463--479},
year={2016}
}
  • S. Salcedo-Sanz, C. Camacho-Gómez, R. Mallol-Poyato, S. Jiménez-Fernández, and J. Del Ser, “A novel coral reefs optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids,” Soft computing, vol. 20, iss. 11, p. 4287–4300, 2016.
    [Bibtex] 
    @article{salcedo2016novel,
title={A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids},
author={Salcedo-Sanz, Sancho and Camacho-G{\'o}mez, Carlos and Mallol-Poyato, R and Jim{\'e}nez-Fern{\'a}ndez, Silvia and Del Ser, Javier},
journal={Soft Computing},
volume={20},
number={11},
pages={4287--4300},
year={2016},
publisher={Springer Berlin Heidelberg}
}
  • E. Villar-Rodriguez, J. Del Ser, M. N. Bilbao, and S. Salcedo-Sanz, “A feature selection method for author identification in interactive communications based on supervised learning and language typicality,” Engineering applications of artificial intelligence, vol. 56, p. 175–184, 2016.
    [Bibtex] 
    @article{villar2016feature,
title={A feature selection method for author identification in interactive communications based on supervised learning and language typicality},
author={Villar-Rodriguez, Esther and Del Ser, Javier and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho},
journal={Engineering Applications of Artificial Intelligence},
volume={56},
pages={175--184},
year={2016},
publisher={Pergamon}
}
  • I. Laña, J. Del Ser, A. Padró, M. Vélez, and C. Casanova-Mateo, “The role of local urban traffic and meteorological conditions in air pollution: a data-based case study in madrid, spain,” Atmospheric environment, vol. 145, p. 424–438, 2016.
    [Bibtex] 
    @article{lana2016role,
title={The role of local urban traffic and meteorological conditions in air pollution: A data-based case study in Madrid, Spain},
author={La{\~n}a, Ibai and Del Ser, Javier and Padr{\'o}, Ales and V{\'e}lez, Manuel and Casanova-Mateo, Carlos},
journal={Atmospheric Environment},
volume={145},
pages={424--438},
year={2016},
publisher={Pergamon}
}
  • M. N. Bilbao, C. Perfecto, J. Del Ser, and X. Landa, “On the application of bio-inspired heuristics for network routing with multiple qos constraints,” in International symposium on intelligent and distributed computing, 2016, p. 195–204.
    [Bibtex] 
    @inproceedings{bilbao2016application,
title={On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints},
author={Bilbao, Miren Nekane and Perfecto, Cristina and Del Ser, Javier and Landa, Xabier},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={195--204},
year={2016},
organization={Springer, Cham}
}
  • J. L. Lobo, J. Del Ser, M. N. Bilbao, I. Lana, and S. Salcedo-Sanz, “A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift,” in International symposium on intelligent and distributed computing, 2016, p. 237–246.
    [Bibtex] 
    @inproceedings{lobo2016probabilistic,
title={A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift},
author={Lobo, Jesus L and Del Ser, Javier and Bilbao, Miren Nekane and Lana, Ibai and Salcedo-Sanz, Sancho},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={237--246},
year={2016},
organization={Springer, Cham}
}
  • A. Elola, J. Del Ser, M. N. Bilbao, C. Perfecto, E. Alexandre, and S. Salcedo-Sanz, “Hybridizing cartesian genetic programming and harmony search for adaptive feature construction in supervised learning problems,” Applied soft computing, vol. 52, p. 760–770, 2017.
    [Bibtex] 
    @article{elola2017hybridizing,
title={Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems},
author={Elola, Andoni and Del Ser, Javier and Bilbao, Miren Nekane and Perfecto, Cristina and Alexandre, Enrique and Salcedo-Sanz, Sancho},
journal={Applied Soft Computing},
volume={52},
pages={760--770},
year={2017},
publisher={Elsevier}
}
  • C. Perfecto, M. N. Bilbao, J. Del Ser, and A. Ferro, “A simulation-based quantitative analysis on the topological heritability of dandelion-encoded meta-heuristics for tree optimization problems,” Soft computing, vol. 21, iss. 17, p. 4939–4952, 2017.
    [Bibtex] 
    @article{perfecto2017simulation,
title={A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems},
author={Perfecto, Cristina and Bilbao, Miren Nekane and Del Ser, Javier and Ferro, Armando},
journal={Soft Computing},
volume={21},
number={17},
pages={4939--4952},
year={2017},
publisher={Springer Berlin Heidelberg}
}
  • J. Del Ser, J. L. Lobo, E. Villar-Rodriguez, M. N. Bilbao, and C. Perfecto, “Community detection in graphs based on surprise maximization using firefly heuristics,” in 2016 ieee congress on evolutionary computation (cec), 2016, p. 2233–2239.
    [Bibtex] 
    @inproceedings{del2016community,
title={Community detection in graphs based on surprise maximization using firefly heuristics},
author={Del Ser, Javier and Lobo, Jesus L and Villar-Rodriguez, Esther and Bilbao, Miren Nekane and Perfecto, Cristina},
booktitle={2016 IEEE congress on evolutionary computation (CEC)},
pages={2233--2239},
year={2016},
organization={IEEE}
}
  • E. Villar-Rodriguez, A. Gonzalez-Pardo, J. Del Ser, M. N. Bilbao, and S. Salcedo-Sanz, “A novel adaptive density-based aco algorithm with minimal encoding redundancy for clustering problems,” in 2016 ieee congress on evolutionary computation (cec), 2016, p. 3139–3145.
    [Bibtex] 
    @inproceedings{villar2016novel,
title={A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems},
author={Villar-Rodriguez, Esther and Gonzalez-Pardo, Antonio and Del Ser, Javier and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
pages={3139--3145},
year={2016},
organization={IEEE}
}
  • A. I. Torre-Bastida, E. Villar-Rodriguez, M. N. Bilbao, and J. Del Ser, “Intelligent sparql endpoints: optimizing execution performance by automatic query relaxation and queue scheduling,” in International conference on algorithms and architectures for parallel processing, 2016, p. 3–17.
    [Bibtex] 
    @inproceedings{torre2016intelligent,
title={Intelligent SPARQL endpoints: Optimizing execution performance by automatic query relaxation and queue scheduling},
author={Torre-Bastida, Ana I and Villar-Rodriguez, Esther and Bilbao, Miren Nekane and Del Ser, Javier},
booktitle={International Conference on Algorithms and Architectures for Parallel Processing},
pages={3--17},
year={2016},
organization={Springer, Cham}
}
  • C. Perfecto, J. Del Ser, and M. Bennis, “Millimeter-wave v2v communications: distributed association and beam alignment,” Ieee journal on selected areas in communications, vol. 35, iss. 9, p. 2148–2162, 2017.
    [Bibtex] 
    @article{perfecto2017millimeter,
title={Millimeter-wave V2V communications: Distributed association and beam alignment},
author={Perfecto, Cristina and Del Ser, Javier and Bennis, Mehdi},
journal={IEEE Journal on Selected Areas in Communications},
volume={35},
number={9},
pages={2148--2162},
year={2017},
publisher={IEEE}
}
  • M. J. Salehi, B. H. Khalaj, M. Katz, G. Fazelnia, P. Karimi, and J. Del Ser, “Resource sharing in mobile clouds: how to find opportunities.”
    [Bibtex] 
    @article{salehiresource,
title={Resource Sharing in Mobile Clouds: How to find Opportunities},
author={Salehi, Mohammad Javad and Khalaj, Babak H and Katz, Marcos and Fazelnia, Ghazal and Karimi, Parishad and Del Ser, Javier}
}
  • I. Landa-Torres, D. Manjarres, S. Gil-López, J. Del Ser, and S. Salcedo-Sanz, “A novel grouping harmony search algorithm for clustering problems,” in International conference on harmony search algorithm, 2017, p. 78–90.
    [Bibtex] 
    @inproceedings{landa2017novel,
title={A Novel Grouping Harmony Search Algorithm for Clustering Problems},
author={Landa-Torres, Itziar and Manjarres, Diana and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Salcedo-Sanz, Sancho},
booktitle={International Conference on Harmony Search Algorithm},
pages={78--90},
year={2017},
organization={Springer, Singapore}
}
  • A. Aybar-Ruiz, L. Cuadra, J. Del Ser, J. A. Portilla-Figueras, and S. Salcedo-Sanz, “A grouping harmony search algorithm for assigning resources to users in wcdma mobile networks,” in International conference on harmony search algorithm, 2017, p. 190–199.
    [Bibtex] 
    @inproceedings{aybar2017grouping,
title={A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks},
author={Aybar-Ruiz, Adrian and Cuadra, Lucas and Del Ser, Javier and Portilla-Figueras, Jose Antonio and Salcedo-Sanz, Sancho},
booktitle={International Conference on Harmony Search Algorithm},
pages={190--199},
year={2017},
organization={Springer, Singapore}
}
  • I. Laña, J. Del Ser, M. Vélez, and I. Oregi, “Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks,” in International conference on harmony search algorithm, 2017, p. 91–100.
    [Bibtex] 
    @inproceedings{lana2017joint,
title={Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks},
author={La{\~n}a, Ibai and Del Ser, Javier and V{\'e}lez, Manuel and Oregi, Izaskun},
booktitle={International conference on harmony search algorithm},
pages={91--100},
year={2017},
organization={Springer, Singapore}
}
  • I. Sobron, B. Alonso, M. Velez, and J. Del Ser, “Wireless network optimization for massive v2i data collection using multiobjective harmony search heuristics,” in International conference on harmony search algorithm, 2017, p. 200–209.
    [Bibtex] 
    @inproceedings{sobron2017wireless,
title={Wireless Network Optimization for Massive V2I Data Collection Using Multiobjective Harmony Search Heuristics},
author={Sobron, Iker and Alonso, Borja and Velez, Manuel and Del Ser, Javier},
booktitle={International Conference on Harmony Search Algorithm},
pages={200--209},
year={2017},
organization={Springer, Singapore}
}
  • M. N. Bilbao, C. Perfecto, and J. Del Ser, “Cost-efficient selective network caching in large-area vehicular networks using multi-objective heuristics,” in International conference on harmony search algorithm, 2017, p. 168–178.
    [Bibtex] 
    @inproceedings{bilbao2017cost,
title={Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics},
author={Bilbao, Miren Nekane and Perfecto, Cristina and Del Ser, Javier},
booktitle={International Conference on Harmony Search Algorithm},
pages={168--178},
year={2017},
organization={Springer, Singapore}
}
  • I. Mendia, S. Gil-López, J. Del Ser, A. G. Bordagaray, J. G. Prado, and M. Vélez, “Optimal phase swapping in low voltage distribution networks based on smart meter data and optimization heuristics,” in International conference on harmony search algorithm, 2017, p. 283–293.
    [Bibtex] 
    @inproceedings{mendia2017optimal,
title={Optimal phase swapping in low voltage distribution networks based on smart meter data and optimization heuristics},
author={Mendia, Izaskun and Gil-L{\'o}pez, Sergio and Del Ser, Javier and Bordagaray, Ana Gonz{\'a}lez and Prado, Jes{\'u}s Garc{\'\i}a and V{\'e}lez, Manuel},
booktitle={International Conference on Harmony Search Algorithm},
pages={283--293},
year={2017},
organization={Springer, Singapore}
}
  • J. Consul, C. Perfecto, M. N. Bilbao, and J. Del Ser, “An analysis of coalition-competition pricing strategies for multi-operator mobile traffic offloading using bi-objective heuristics,” in International conference on harmony search algorithm, 2017, p. 157–167.
    [Bibtex] 
    @inproceedings{consul2017analysis,
title={An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics},
author={Consul, Jone and Perfecto, Cristina and Bilbao, Miren Nekane and Del Ser, Javier},
booktitle={International Conference on Harmony Search Algorithm},
pages={157--167},
year={2017},
organization={Springer, Singapore}
}
  • A. Gonzalez-Pardo, J. Del Ser, and D. Camacho, “Quantitative analysis and performance study of ant colony optimization models applied to multi-mode resource constraint project scheduling problems,” in International conference on harmony search algorithm, 2017, p. 145–154.
    [Bibtex] 
    @inproceedings{gonzalez2017quantitative,
title={Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems},
author={Gonzalez-Pardo, Antonio and Del Ser, Javier and Camacho, David},
booktitle={International Conference on Harmony Search Algorithm},
pages={145--154},
year={2017},
organization={Springer, Singapore}
}
  • I. I. Olabarrieta, A. I. Torre-Bastida, I. Laña, S. Campos-Cordobes, and J. Del Ser, “A heuristically optimized complex event processing engine for big data stream analytics,” in International conference on harmony search algorithm, 2017, p. 101–111.
    [Bibtex] 
    @inproceedings{olabarrieta2017heuristically,
title={A Heuristically Optimized Complex Event Processing Engine for Big Data Stream Analytics},
author={Olabarrieta, Ignacio Inaki and Torre-Bastida, Ana I and La{\~n}a, Ibai and Campos-Cordobes, Sergio and Del Ser, Javier},
booktitle={International Conference on Harmony Search Algorithm},
pages={101--111},
year={2017},
organization={Springer, Singapore}
}
  • J. L. Lobo, J. Del Ser, E. Villar-Rodriguez, M. N. Bilbao, and S. Salcedo-Sanz, “On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics,” in International conference on harmony search algorithm, 2017, p. 67–77.
    [Bibtex] 
    @inproceedings{lobo2017creation,
title={On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics},
author={Lobo, Jesus L and Del Ser, Javier and Villar-Rodriguez, Esther and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho},
booktitle={International Conference on Harmony Search Algorithm},
pages={67--77},
year={2017},
organization={Springer, Singapore}
}
  • J. Gomez-Cornejo, A. Zuloaga, I. Villalta, J. Del Ser, U. Kretzschmar, and J. Lázaro, “A novel bram content accessing and processing method based on fpga configuration bitstream,” Microprocessors and microsystems, vol. 49, p. 64–76, 2017.
    [Bibtex] 
    @article{gomez2017novel,
title={A novel BRAM content accessing and processing method based on FPGA configuration bitstream},
author={Gomez-Cornejo, Julen and Zuloaga, Aitzol and Villalta, Igor and Del Ser, Javier and Kretzschmar, Uli and L{\'a}zaro, Jes{\'u}s},
journal={Microprocessors and Microsystems},
volume={49},
pages={64--76},
year={2017},
publisher={Elsevier}
}
  • J. Del Ser, Harmony search algorithm: proceedings of the 3rd international conference on harmony search algorithm (ichsa 2017)Springer, 2017.
    [Bibtex] 
    @misc{del2017harmony,
title={Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017)},
author={Del Ser, Javier},
year={2017},
publisher={Springer}
}
  • J. Del Ser, “An analysis of coalition-competition pricing strategies for multi-operator mobile traffic offloading using bi-objective heuristics,” in Harmony search algorithm: proceedings of the 3rd international conference on harmony search algorithm (ichsa 2017), 2017, p. 157.
    [Bibtex] 
    @inproceedings{del2017analysis,
title={An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics},
author={Del Ser, Javier},
booktitle={Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017)},
volume={514},
pages={157},
year={2017},
organization={Springer}
}
  • S. Salcedo-Sanz and J. Del Ser, “A novel grouping harmony search algorithm for clustering problems,” in Harmony search algorithm: proceedings of the 3rd international conference on harmony search algorithm (ichsa 2017), 2017, p. 78.
    [Bibtex] 
    @inproceedings{salcedo2017novel,
title={A Novel Grouping Harmony Search Algorithm for Clustering Problems},
author={Salcedo-Sanz, Sancho and Del Ser, Javier},
booktitle={Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017)},
volume={514},
pages={78},
year={2017},
organization={Springer}
}
  • I. Landa-Torres, D. Manjarres, S. Bilbao, and J. Del Ser, “Underwater robot task planning using multi-objective meta-heuristics,” Sensors, vol. 17, iss. 4, p. 762, 2017.
    [Bibtex] 
    @article{landa2017underwater,
title={Underwater robot task planning using multi-objective meta-heuristics},
author={Landa-Torres, Itziar and Manjarres, Diana and Bilbao, Sonia and Del Ser, Javier},
journal={Sensors},
volume={17},
number={4},
pages={762},
year={2017},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • C. Perfecto, J. Del Ser, and M. Bennis, “On the interplay between scheduling interval and beamwidth selection for low-latency and reliable v2v mmwave communications,” in 2017 20th conference on innovations in clouds, internet and networks (icin), 2017, p. 1–8.
    [Bibtex] 
    @inproceedings{perfecto2017interplay,
title={On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications},
author={Perfecto, Cristina and Del Ser, Javier and Bennis, Mehdi},
booktitle={2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN)},
pages={1--8},
year={2017},
organization={IEEE}
}
  • C. Perfecto, J. Del Ser, M. Bennis, and M. N. Bilbao, “Beyond wysiwyg: sharing contextual sensing data through mmwave v2v communications,” in 2017 european conference on networks and communications (eucnc), 2017, p. 1–6.
    [Bibtex] 
    @inproceedings{perfecto2017beyond,
title={Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications},
author={Perfecto, Cristina and Del Ser, Javier and Bennis, Mehdi and Bilbao, Miren Nekane},
booktitle={2017 European Conference on Networks and Communications (EuCNC)},
pages={1--6},
year={2017},
organization={IEEE}
}
  • J. Del Ser, “Intelligent sparql endpoints: optimizing execution performance by automatic query relaxation and queue scheduling,” in Algorithms and architectures for parallel processing: 16th international conference, ica3pp 2016, granada, spain, december 14-16, 2016, proceedings, 2016, p. 3.
    [Bibtex] 
    @inproceedings{del2016intelligent,
title={Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling},
author={Del Ser, Javier},
booktitle={Algorithms and Architectures for Parallel Processing: 16th International Conference, ICA3PP 2016, Granada, Spain, December 14-16, 2016, Proceedings},
volume={10048},
pages={3},
year={2016},
organization={Springer}
}
  • A. Hameurlain, J. Küng, R. Wagner, A. Cuzzocrea, and U. Dayal, Transactions on large-scale data-and knowledge-centered systems viii: special issue on advances in data warehousing and knowledge discoverySpringer, 2013.
    [Bibtex] 
    @misc{hameurlain2013transactions,
title={Transactions on Large-Scale Data-and Knowledge-Centered Systems VIII: Special Issue on Advances in Data Warehousing and Knowledge Discovery},
author={Hameurlain, Abdelkader and K{\"u}ng, Josef and Wagner, Roland and Cuzzocrea, Alfredo and Dayal, Umeshwar},
year={2013},
publisher={Springer}
}
  • A. Gonzalez-Pardo, J. Del Ser, and D. Camacho, “Comparative study of pheromone control heuristics in aco algorithms for solving rcpsp problems,” Applied soft computing, vol. 60, p. 241–255, 2017.
    [Bibtex] 
    @article{gonzalez2017comparative,
title={Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems},
author={Gonzalez-Pardo, Antonio and Del Ser, Javier and Camacho, David},
journal={Applied Soft Computing},
volume={60},
pages={241--255},
year={2017},
publisher={Elsevier}
}
  • E. Villar-Rodriguez, J. Del Ser, I. Oregi, M. N. Bilbao, and S. Gil-Lopez, “Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis,” Energy, vol. 137, p. 118–128, 2017.
    [Bibtex] 
    @article{villar2017detection,
title={Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis},
author={Villar-Rodriguez, Esther and Del Ser, Javier and Oregi, Izaskun and Bilbao, Miren Nekane and Gil-Lopez, Sergio},
journal={Energy},
volume={137},
pages={118--128},
year={2017},
publisher={Pergamon}
}
  • D. Manjarres, I. Landa-Torres, and J. Del Ser, “A local search method for graph clustering heuristics based on partitional distribution learning,” in 2017 ieee congress on evolutionary computation (cec), 2017, p. 1972–1977.
    [Bibtex] 
    @inproceedings{manjarres2017local,
title={A local search method for graph clustering heuristics based on partitional Distribution learning},
author={Manjarres, Diana and Landa-Torres, Itziar and Del Ser, Javier},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
pages={1972--1977},
year={2017},
organization={IEEE}
}
  • M. N. Bilbao, J. Del Ser, C. Perfecto, S. Salcedo-Sanz, and J. A. Portilla-Figueras, “Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics,” Neurocomputing, vol. 271, p. 18–27, 2018.
    [Bibtex] 
    @article{bilbao2018cost,
title={Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics},
author={Bilbao, Miren Nekane and Del Ser, Javier and Perfecto, Cristina and Salcedo-Sanz, Sancho and Portilla-Figueras, Jos{\'e} Antonio},
journal={Neurocomputing},
volume={271},
pages={18--27},
year={2018},
publisher={Elsevier}
}
  • J. Del Ser, A. I. Torre-Bastida, I. Lana, M. N. Bilbao, and C. Perfecto, “Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria,” in 2017 ieee congress on evolutionary computation (cec), 2017, p. 480–487.
    [Bibtex] 
    @inproceedings{del2017nature,
title={Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria},
author={Del Ser, Javier and Torre-Bastida, Ana I and Lana, Ibai and Bilbao, Miren Nekane and Perfecto, Cristina},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
pages={480--487},
year={2017},
organization={IEEE}
}
  • I. Landa-Torres, J. L. Lobo, I. Murua, D. Manjarres, and J. Del Ser, “Multi-objective heuristics applied to robot task planning for inspection plants,” in 2017 ieee congress on evolutionary computation (cec), 2017, p. 1621–1628.
    [Bibtex] 
    @inproceedings{landa2017multi,
title={Multi-objective heuristics applied to robot task planning for inspection plants},
author={Landa-Torres, Itziar and Lobo, Jesus L and Murua, Idoia and Manjarres, Diana and Del Ser, Javier},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
pages={1621--1628},
year={2017},
organization={IEEE}
}
  • I. Oregi, J. Del Ser, A. Pérez, and J. A. Lozano, “Nature-inspired approaches for distance metric learning in multivariate time series classification,” in 2017 ieee congress on evolutionary computation (cec), 2017, p. 1992–1998.
    [Bibtex] 
    @inproceedings{oregi2017nature,
title={Nature-inspired approaches for distance metric learning in multivariate time series classification},
author={Oregi, Izaskun and Del Ser, Javier and P{\'e}rez, Aritz and Lozano, Jos{\'e} A},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
pages={1992--1998},
year={2017},
organization={IEEE}
}
  • I. Lana, J. Del Ser, and M. Vélez, “A novel fireworks algorithm with wind inertia dynamics and its application to traffic forecasting,” in 2017 ieee congress on evolutionary computation (cec), 2017, p. 706–713.
    [Bibtex] 
    @inproceedings{lana2017novel,
title={A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecasting},
author={Lana, Ibai and Del Ser, Javier and V{\'e}lez, Manuel},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
pages={706--713},
year={2017},
organization={IEEE}
}
  • A. Gálvez, S. Takato, M. Kaneko, J. Del Ser, and A. Iglesias, “Ketpic-matlab toolbox for latex high-quality graphical artwork in educational materials on bézier curve algorithms at a master level,” in International conference on computational science and its applications, 2017, p. 301–316.
    [Bibtex] 
    @inproceedings{galvez2017ketpic,
title={KETpic-Matlab Toolbox for LaTeX High-Quality Graphical Artwork in Educational Materials on B{\'e}zier Curve Algorithms at a Master Level},
author={G{\'a}lvez, Akemi and Takato, Setsuo and Kaneko, Masataka and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Computational Science and Its Applications},
pages={301--316},
year={2017},
organization={Springer, Cham}
}
  • Z. Wu, S. Xie, K. Zhang, R. Wu, and D. S. Lorente, “Rate control in video coding,” Recent advances on video coding, j. del ser lorente, ed. intech, p. 79–117, 2011.
    [Bibtex] 
    @article{wu2011rate,
title={Rate control in video coding},
author={Wu, Zongze and Xie, Shengli and Zhang, Kexin and Wu, Rong and Lorente, Del Ser},
journal={Recent Advances on Video Coding, J. Del Ser Lorente, Ed. InTech},
pages={79--117},
year={2011}
}
  • E. Villar-Rodriguez, J. D. Ser, S. Gil-Lopez, M. N. Bilbao, and S. Salcedo-Sanz, “A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks,” International journal of bio-inspired computation, vol. 10, iss. 2, p. 109–118, 2017.
    [Bibtex] 
    @article{villar2017meta,
title={A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks},
author={Villar-Rodriguez, Esther and Ser, Javier Del and Gil-Lopez, Sergio and Bilbao, Miren Nekane and Salcedo-Sanz, Sancho},
journal={International Journal of Bio-Inspired Computation},
volume={10},
number={2},
pages={109--118},
year={2017},
publisher={Inderscience Publishers (IEL)}
}
  • E. Osaba, R. Carballedo, X. Yang, I. Fister Jr, P. Lopez-Garcia, and J. Del Ser, “On efficiently solving the vehicle routing problem with time windows using the bat algorithm with random reinsertion operators,” in Nature-inspired algorithms and applied optimization, Springer, Cham, 2018, p. 69–89.
    [Bibtex] 
    @incollection{osaba2018efficiently,
title={On efficiently solving the vehicle routing problem with time windows using the bat algorithm with random reinsertion operators},
author={Osaba, Eneko and Carballedo, Roberto and Yang, Xin-She and Fister Jr, Iztok and Lopez-Garcia, Pedro and Del Ser, Javier},
booktitle={Nature-Inspired Algorithms and Applied Optimization},
pages={69--89},
year={2018},
publisher={Springer, Cham}
}
  • E. Claude Chaudet, A. Conway, C. Paleologu, T. Taniguchi, V. Bota, A. Galis, M. Grottke, W. Su, B. Al Momani, J. Penttinen, and others, “Icdt 2010.”
    [Bibtex] 
    @article{claudeicdt,
title={ICDT 2010},
author={Claude Chaudet, ENST and Conway, Adrian and Paleologu, Constantin and Taniguchi, Tomohiko and Bota, Vasile and Galis, Alex and Grottke, Michael and Su, Weilian and Al Momani, Bilal and Penttinen, Jyrki and others}
}
  • S. Ata, E. Borcoci, M. Pioro, J. Rodrigues, Z. Segall, J. D. S. Lorente, A. Al-Dubai, P. Alexandre, S. Avallone, H. Bajric, and others, “Ctrq 2010.”
    [Bibtex] 
    @article{atactrq,
title={CTRQ 2010},
author={Ata, Shingo and Borcoci, Eugen and Pioro, Michal and Rodrigues, Joel and Segall, Zary and Lorente, Javier Del Ser and Al-Dubai, Ahmed and Alexandre, Paulo and Avallone, Stefano and Bajric, Himzo and others}
}
  • M. Abd rabou Kalil, J. H. Abawajy, J. Aguiar, T. Aihkisalo, R. Arsinte, K. Barkaoui, D. Boyle, D. Bri, Ý. Candan, J. Cano, and others, “Icwmc 2010.”
    [Bibtex] 
    @article{abdicwmc,
title={ICWMC 2010},
author={Abd rabou Kalil, Mohamed and Abawajy, Jemal H and Aguiar, Javier and Aihkisalo, Tommi and Arsinte, Radu and Barkaoui, Kamel and Boyle, David and Bri, Diana and Candan, {\'Y}dil and Cano, Juan-Carlos and others}
}
  • R. L. Aguiar, M. Al-Janabi, M. L. Ammari, S. Ananthi, A. Arjona, T. Atmaca, M. A. Spohn, C. B. Westphall, I. Benyahia, I. B. Martins, and others, “Aict 2010.”
    [Bibtex] 
    @article{aguiaraict,
title={AICT 2010},
author={Aguiar, Rui LA and Al-Janabi, Muayad and Ammari, Mohamed Lassaad and Ananthi, Sabapathy and Arjona, Andres and Atmaca, Tulin and Spohn, Marco Aur{\'e}lio and Westphall, Carlos Becker and Benyahia, Ilham and Martins, Indayara Bertoldi and others}
}
  • A. Al-Dubai, M. I. Andreica, A. Andronache, S. Ata, S. Avallone, E. Borcoci, A. Casavola, S. Ciochina, P. Cholda, L. Cucu-Grosjean, and others, “Ctrq 2009.”
    [Bibtex] 
    @article{alctrq,
title={CTRQ 2009},
author={Al-Dubai, Ahmed and Andreica, Mugurel Ionut and Andronache, Adrian and Ata, Shingo and Avallone, Stefano and Borcoci, Eugen and Casavola, Alessandro and Ciochina, Silviu and Cholda, Piotr and Cucu-Grosjean, Liliana and others}
}
  • P. Dini, J. Govil, D. Lozano, J. Penttinen, O. Younis, H. M. Ammari, Y. Benallouche, I. Vasalos, X. Gui, J. H. Abawajy, and others, “Icwmc 2009.”
    [Bibtex] 
    @article{diniicwmc,
title={ICWMC 2009},
author={Dini, Petre and Govil, Jivesh and Lozano, David and Penttinen, Jyrki and Younis, Ossama and Ammari, Habib M and Benallouche, Yacine and Vasalos, Ioannis and Gui, Xiang and Abawajy, Jemal H and others}
}
  • S. Ciochina, N. Crisan, J. D. S. Lorente, P. Dini, J. Garc{‘i}a, J. Lee, Y. Khaled, J. Li, J. L. Mauri, J. Loo, and others, “Icwmc 2010.”
    [Bibtex] 
    @article{ciochinaicwmc,
title={ICWMC 2010},
author={Ciochina, Silviu and Crisan, Nicolae and Lorente, Javier Del Ser and Dini, Petre and Garc{\'\i}a, Jos{\'e} and Lee, Jong-Hyouk and Khaled, Yacine and Li, Jingli and Mauri, Jaime Lloret and Loo, Jonathan and others}
}
  • M. Carrillo, J. Del Ser, M. N. Bilbao, C. Perfecto, and D. Camacho, “Wind power production forecasting using ant colony optimization and extreme learning machines,” in International symposium on intelligent and distributed computing, 2017, p. 175–184.
    [Bibtex] 
    @inproceedings{carrillo2017wind,
title={Wind power production forecasting using ant colony optimization and extreme learning machines},
author={Carrillo, Maria and Del Ser, Javier and Bilbao, Miren Nekane and Perfecto, Cristina and Camacho, David},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={175--184},
year={2017},
organization={Springer, Cham}
}
  • J. L. Lobo, J. Del Ser, M. N. Bilbao, C. Perfecto, and S. Salcedo-Sanz, “Dred: an evolutionary diversity generation method for concept drift adaptation in online learning environments,” Applied soft computing, vol. 68, p. 693–709, 2018.
    [Bibtex] 
    @article{lobo2018dred,
title={DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments},
author={Lobo, Jesus L and Del Ser, Javier and Bilbao, Miren Nekane and Perfecto, Cristina and Salcedo-Sanz, Sancho},
journal={Applied Soft Computing},
volume={68},
pages={693--709},
year={2018},
publisher={Elsevier}
}
  • J. M. Armingol, J. Alfonso, N. Aliane, M. Clavijo, S. Campos-Cordobés, A. de la Escalera, J. del Ser, J. Fernández, F. Garc{‘i}a, F. Jiménez, and others, “Environmental perception for intelligent vehicles,” in Intelligent vehicles, 2018, p. 23–101.
    [Bibtex] 
    @inproceedings{armingol2018environmental,
title={Environmental perception for intelligent vehicles},
author={Armingol, Jos{\'e} M and Alfonso, Jorge and Aliane, Nourdine and Clavijo, Miguel and Campos-Cordob{\'e}s, Sergio and de la Escalera, Arturo and del Ser, Javier and Fern{\'a}ndez, Javier and Garc{\'\i}a, Fernando and Jim{\'e}nez, Felipe and others},
booktitle={Intelligent vehicles},
pages={23--101},
year={2018},
organization={Butterworth-Heinemann}
}
  • R. Toledo-Moreo, J. M. Armingol, M. Clavijo, A. de la Escalera, J. del Ser, F. Jiménez, B. Musleh, J. E. Naranjo, I. I. Olabarrieta, and J. Sánchez-Cubillo, “Positioning and digital maps,” in Intelligent vehicles, 2018, p. 141–174.
    [Bibtex] 
    @inproceedings{toledo2018positioning,
title={Positioning and digital maps},
author={Toledo-Moreo, Rafael and Armingol, Jos{\'e} M and Clavijo, Miguel and de la Escalera, Arturo and del Ser, Javier and Jim{\'e}nez, Felipe and Musleh, Basam and Naranjo, Jos{\'e} E and Olabarrieta, Ignacio I{\~n}aki and S{\'a}nchez-Cubillo, Javier},
booktitle={Intelligent Vehicles},
pages={141--174},
year={2018},
organization={Butterworth-Heinemann}
}
  • S. Campos-Cordobés, J. Del Ser, I. Laña, I. I. Olabarrieta, J. Sánchez-Cubillo, J. J. Sánchez-Medina, and A. I. Torre-Bastida, “Big data in road transport and mobility research,” in Intelligent vehicles, 2018, p. 175–205.
    [Bibtex] 
    @inproceedings{campos2018big,
title={Big data in road transport and mobility research},
author={Campos-Cordob{\'e}s, Sergio and Del Ser, Javier and La{\~n}a, Ibai and Olabarrieta, Ignacio I{\~n}aki and S{\'a}nchez-Cubillo, Javier and S{\'a}nchez-Medina, Javier J and Torre-Bastida, Ana I},
booktitle={Intelligent Vehicles},
pages={175--205},
year={2018},
organization={Butterworth-Heinemann}
}
  • I. Oregi, A. Pérez, J. Del Ser, and J. A. Lozano, “On-line dynamic time warping for streaming time series,” in Joint european conference on machine learning and knowledge discovery in databases, 2017, p. 591–605.
    [Bibtex] 
    @inproceedings{oregi2017line,
title={On-line dynamic time warping for streaming time series},
author={Oregi, Izaskun and P{\'e}rez, Aritz and Del Ser, Javier and Lozano, Jos{\'e} A},
booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
pages={591--605},
year={2017},
organization={Springer, Cham}
}
  • M. Arostegi, A. Torre-Bastida, M. N. Bilbao, and J. Del Ser, “A heuristic approach to the multicriteria design of iaas cloud infrastructures for big data applications,” Expert systems, vol. 35, iss. 5, p. e12259, 2018.
    [Bibtex] 
    @article{arostegi2018heuristic,
title={A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications},
author={Arostegi, Mar{\'\i}a and Torre-Bastida, Ana and Bilbao, Miren Nekane and Del Ser, Javier},
journal={Expert Systems},
volume={35},
number={5},
pages={e12259},
year={2018}
}
  • I. Sobron, J. Del Ser, I. Eizmendi, and M. Vélez, “Device-free people counting in iot environments: new insights, results, and open challenges,” Ieee internet of things journal, vol. 5, iss. 6, p. 4396–4408, 2018.
    [Bibtex] 
    @article{sobron2018device,
title={Device-free people counting in IoT environments: New insights, results, and open challenges},
author={Sobron, Iker and Del Ser, Javier and Eizmendi, I{\~n}aki and V{\'e}lez, Manuel},
journal={IEEE Internet of Things Journal},
volume={5},
number={6},
pages={4396--4408},
year={2018},
publisher={IEEE}
}
  • J. Del Ser, E. Osaba, and M. N. Bilbao, “Task classification using topological graph features for functional m/eeg brain connectomics,” in International conference on the applications of evolutionary computation, 2018, p. 21–32.
    [Bibtex] 
    @inproceedings{del2018task,
title={Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics},
author={Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane},
booktitle={International Conference on the Applications of Evolutionary Computation},
pages={21--32},
year={2018},
organization={Springer, Cham}
}
  • I. Laña, I. I. Olabarrieta, M. Vélez, and J. Del Ser, “On the imputation of missing data for road traffic forecasting: new insights and novel techniques,” Transportation research part c: emerging technologies, vol. 90, p. 18–33, 2018.
    [Bibtex] 
    @article{lana2018imputation,
title={On the imputation of missing data for road traffic forecasting: New insights and novel techniques},
author={La{\~n}a, Ibai and Olabarrieta, Ignacio I{\~n}aki and V{\'e}lez, Manuel and Del Ser, Javier},
journal={Transportation research part C: emerging technologies},
volume={90},
pages={18--33},
year={2018},
publisher={Pergamon}
}
  • E. Osaba, X. Yang, I. Fister Jr, J. Del Ser, P. Lopez-Garcia, and A. J. Vazquez-Pardavila, “A discrete and improved bat algorithm for solving a medical goods distribution problem with pharmacological waste collection,” Swarm and evolutionary computation, vol. 44, p. 273–286, 2019.
    [Bibtex] 
    @article{osaba2019discrete,
title={A discrete and improved bat algorithm for solving a medical goods distribution problem with pharmacological waste collection},
author={Osaba, Eneko and Yang, Xin-She and Fister Jr, Iztok and Del Ser, Javier and Lopez-Garcia, Pedro and Vazquez-Pardavila, Alejo J},
journal={Swarm and evolutionary computation},
volume={44},
pages={273--286},
year={2019},
publisher={Elsevier}
}
  • I. Lana, J. Del Ser, M. Velez, and E. I. Vlahogianni, “Road traffic forecasting: recent advances and new challenges,” Ieee intelligent transportation systems magazine, vol. 10, iss. 2, p. 93–109, 2018.
    [Bibtex] 
    @article{lana2018road,
title={Road traffic forecasting: Recent advances and new challenges},
author={Lana, Ibai and Del Ser, Javier and Velez, Manuel and Vlahogianni, Eleni I},
journal={IEEE Intelligent Transportation Systems Magazine},
volume={10},
number={2},
pages={93--109},
year={2018},
publisher={IEEE}
}
  • E. Villar, E. Osaba, and J. Del Ser, “Quantum computing: six key factors to understand the future of computation,” Dyna, vol. 94, iss. 3, p. 238–241, 2018.
    [Bibtex] 
    @article{villar2018quantum,
title={Quantum Computing: Six Key Factors to Understand the Future of Computation},
author={Villar, Esther and Osaba, Eneko and Del Ser, Javier},
journal={DYNA},
volume={94},
number={3},
pages={238--241},
year={2018}
}
  • R. V. Prasad, V. S. Rao, I. Niemegeers, and S. H. De Groot, “Wireless sensor networks for a zero-energy home,” in International conference on mobile lightweight wireless systems, 2011, p. 338–346.
    [Bibtex] 
    @inproceedings{prasad2011wireless,
title={Wireless sensor networks for a zero-energy home},
author={Prasad, Rangarao Venkatesha and Rao, Vijay S and Niemegeers, Ignas and De Groot, Sonia Heemstra},
booktitle={International Conference on Mobile Lightweight Wireless Systems},
pages={338--346},
year={2011},
organization={Springer, Berlin, Heidelberg}
}
  • E. Osaba, J. Del Ser, M. N. Bilbao, P. Lopez-Garcia, and A. J. Nebro, “Multi-objective design of time-constrained bike routes using bio-inspired meta-heuristics,” in International conference on bioinspired methods and their applications, 2018, p. 197–210.
    [Bibtex] 
    @inproceedings{osaba2018multi,
title={Multi-objective design of time-constrained bike routes using bio-inspired meta-heuristics},
author={Osaba, Eneko and Del Ser, Javier and Bilbao, Miren Nekane and Lopez-Garcia, Pedro and Nebro, Antonio J},
booktitle={International Conference on Bioinspired Methods and Their Applications},
pages={197--210},
year={2018},
organization={Springer, Cham}
}
  • M. Carrillo, I. Gallardo, J. Del Ser, E. Osaba, J. Sanchez-Cubillo, M. N. Bilbao, A. Gálvez, and A. Iglesias, “A bio-inspired approach for collaborative exploration with mobile battery recharging in swarm robotics,” in International conference on bioinspired methods and their applications, 2018, p. 75–87.
    [Bibtex] 
    @inproceedings{carrillo2018bio,
title={A bio-inspired approach for collaborative exploration with mobile battery recharging in swarm robotics},
author={Carrillo, Maria and Gallardo, Ian and Del Ser, Javier and Osaba, Eneko and Sanchez-Cubillo, Javier and Bilbao, Miren Nekane and G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s},
booktitle={International Conference on Bioinspired Methods and Their Applications},
pages={75--87},
year={2018},
organization={Springer, Cham}
}
  • A. Gálvez, A. Iglesias, I. Fister, E. Osaba, and J. Del Ser, “Memetic modified cuckoo search algorithm with assrs for the sscf problem in self-similar fractal image reconstruction,” in International conference on hybrid artificial intelligence systems, 2018, p. 658–670.
    [Bibtex] 
    @inproceedings{galvez2018memetic,
title={Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction},
author={G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s and Fister, Iztok and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Hybrid Artificial Intelligence Systems},
pages={658--670},
year={2018},
organization={Springer, Cham}
}
  • C. R. Atencia, J. Del Ser, and D. Camacho, “Weighted strategies to guide a multi-objective evolutionary algorithm for multi-uav mission planning,” Swarm and evolutionary computation, vol. 44, p. 480–495, 2019.
    [Bibtex] 
    @article{atencia2019weighted,
title={Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning},
author={Atencia, Cristian Ramirez and Del Ser, Javier and Camacho, David},
journal={Swarm and evolutionary computation},
volume={44},
pages={480--495},
year={2019},
publisher={Elsevier}
}
  • C. Camacho-Gómez, S. Jiménez-Fernández, R. Mallol-Poyato, J. Del Ser, and S. Salcedo-Sanz, “Optimal design of microgrid’s network topology and location of the distributed renewable energy resources using the harmony search algorithm,” Soft computing, vol. 23, iss. 15, p. 6495–6510, 2019.
    [Bibtex] 
    @article{camacho2019optimal,
title={Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm},
author={Camacho-G{\'o}mez, Carlos and Jim{\'e}nez-Fern{\'a}ndez, Silvia and Mallol-Poyato, R and Del Ser, Javier and Salcedo-Sanz, Sancho},
journal={Soft Computing},
volume={23},
number={15},
pages={6495--6510},
year={2019},
publisher={Springer Berlin Heidelberg}
}
  • C. R. Atencia, J. Del Ser, and D. Camacho, “Swarm and evolutionary computation.”
    [Bibtex] 
    @article{atenciaswarm,
title={Swarm and Evolutionary Computation},
author={Atencia, Cristian Ramirez and Del Ser, Javier and Camacho, David}
}
  • A. Martinez, E. Osaba, M. N. Bilbao, and J. Del Ser, “Let nature decide its nature: on the design of collaborative hyperheuristics for decentralized ephemeral environments,” Future generation computer systems, vol. 88, p. 792–805, 2018.
    [Bibtex] 
    @article{martinez2018let,
title={Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments},
author={Martinez, Aritz and Osaba, Eneko and Bilbao, Miren Nekane and Del Ser, Javier},
journal={Future Generation Computer Systems},
volume={88},
pages={792--805},
year={2018},
publisher={North-Holland}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Using novelty search in differential evolution,” in International conference on practical applications of agents and multi-agent systems, 2018, p. 534–542.
    [Bibtex] 
    @inproceedings{fister2018using,
title={Using novelty search in differential evolution},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={534--542},
year={2018},
organization={Springer, Cham}
}
  • P. Suárez, A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Interplay of two bat algorithm robotic swarms in non-cooperative target point search,” in International conference on practical applications of agents and multi-agent systems, 2018, p. 543–550.
    [Bibtex] 
    @inproceedings{suarez2018interplay,
title={Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search},
author={Su{\'a}rez, Patricia and G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={543--550},
year={2018},
organization={Springer, Cham}
}
  • S. Gil-Lopez, S. Salcedo-Sanz, and J. Del Ser, Soft computing approaches in the design of energy-efficient wireless systemsELSEVIER SCIENCE BV PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS, 2012.
    [Bibtex] 
    @misc{gil2012soft,
title={Soft Computing Approaches in the design of energy-efficient wireless systems},
author={Gil-Lopez, Sergio and Salcedo-Sanz, Sancho and Del Ser, Javier},
year={2012},
publisher={ELSEVIER SCIENCE BV PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS}
}
  • A. I. Torre-Bastida, J. Del Ser, I. Laña, M. Ilardia, M. N. Bilbao, and S. Campos-Cordobés, “Big data for transportation and mobility: recent advances, trends and challenges,” Iet intelligent transport systems, vol. 12, iss. 8, p. 742–755, 2018.
    [Bibtex] 
    @article{torre2018big,
title={Big Data for transportation and mobility: recent advances, trends and challenges},
author={Torre-Bastida, Ana Isabel and Del Ser, Javier and La{\~n}a, Ibai and Ilardia, Maitena and Bilbao, Miren Nekane and Campos-Cordob{\'e}s, Sergio},
journal={IET Intelligent Transport Systems},
volume={12},
number={8},
pages={742--755},
year={2018},
publisher={IET Digital Library}
}
  • E. Osaba, J. Del Ser, A. Sadollah, M. N. Bilbao, and D. Camacho, “A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem,” Applied soft computing, vol. 71, p. 277–290, 2018.
    [Bibtex] 
    @article{osaba2018discrete,
title={A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem},
author={Osaba, Eneko and Del Ser, Javier and Sadollah, Ali and Bilbao, Miren Nekane and Camacho, David},
journal={Applied Soft Computing},
volume={71},
pages={277--290},
year={2018},
publisher={Elsevier}
}
  • J. L. Lobo, I. Laña, J. Del Ser, M. N. Bilbao, and N. Kasabov, “Evolving spiking neural networks for online learning over drifting data streams,” Neural networks, vol. 108, p. 1–19, 2018.
    [Bibtex] 
    @article{lobo2018evolving,
title={Evolving spiking neural networks for online learning over drifting data streams},
author={Lobo, Jesus L and La{\~n}a, Ibai and Del Ser, Javier and Bilbao, Miren Nekane and Kasabov, Nikola},
journal={Neural Networks},
volume={108},
pages={1--19},
year={2018},
publisher={Pergamon}
}
  • E. Osaba and J. Del Ser, “Introductory chapter: nature-inspired methods for stochastic, robust, and dynamic optimization,” in Nature-inspired methods for stochastic, robust and dynamic optimization, IntechOpen, 2018.
    [Bibtex] 
    @incollection{osaba2018introductory,
title={Introductory Chapter: Nature-Inspired Methods for Stochastic, Robust, and Dynamic Optimization},
author={Osaba, Eneko and Del Ser, Javier},
booktitle={Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization},
year={2018},
publisher={IntechOpen}
}
  • A. J. Nebro, J. J. Durillo, J. Garc{‘i}a-Nieto, C. Barba-González, J. Del Ser, C. C. A. Coello, A. Ben{‘i}tez-Hidalgo, and J. F. Aldana-Montes, “Extending the speed-constrained multi-objective pso (smpso) with reference point based preference articulation,” in International conference on parallel problem solving from nature, 2018, p. 298–310.
    [Bibtex] 
    @inproceedings{nebro2018extending,
title={Extending the speed-constrained multi-objective PSO (SMPSO) with reference point based preference articulation},
author={Nebro, Antonio J and Durillo, Juan J and Garc{\'\i}a-Nieto, Jos{\'e} and Barba-Gonz{\'a}lez, Crist{\'o}bal and Del Ser, Javier and Coello, Carlos A Coello and Ben{\'\i}tez-Hidalgo, Antonio and Aldana-Montes, Jos{\'e} F},
booktitle={International Conference on Parallel Problem Solving from Nature},
pages={298--310},
year={2018},
organization={Springer, Cham}
}
  • A. Elola, E. Aramendi, U. Irusta, J. Del Ser, E. Alonso, and M. Daya, “Ecg-based pulse detection during cardiac arrest using random forest classifier,” Medical & biological engineering & computing, vol. 57, iss. 2, p. 453–462, 2019.
    [Bibtex] 
    @article{elola2019ecg,
title={ECG-based pulse detection during cardiac arrest using random forest classifier},
author={Elola, Andoni and Aramendi, Elisabete and Irusta, Unai and Del Ser, Javier and Alonso, Erik and Daya, Mohamud},
journal={Medical \& biological engineering \& computing},
volume={57},
number={2},
pages={453--462},
year={2019},
publisher={Springer Berlin Heidelberg}
}
  • I. Sobron, J. Del Ser, I. Eizmendi, and M. Velez, “A deep learning approach to device-free people counting from wifi signals,” in International symposium on intelligent and distributed computing, 2018, p. 275–286.
    [Bibtex] 
    @inproceedings{sobron2018deep,
title={A deep learning approach to device-free people counting from WiFi signals},
author={Sobron, Iker and Del Ser, Javier and Eizmendi, I{\~n}aki and Velez, Manuel},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={275--286},
year={2018},
organization={Springer, Cham}
}
  • H. Garitaonandia, J. Del Ser, J. Unzilla, and E. Jacob, “A study of the predictive earliness of traffic flow characterization for software defined networking,” in International symposium on intelligent and distributed computing, 2018, p. 393–403.
    [Bibtex] 
    @inproceedings{garitaonandia2018study,
title={A Study of the Predictive Earliness of Traffic Flow Characterization for Software Defined Networking},
author={Garitaonandia, Hegoi and Del Ser, Javier and Unzilla, Juanjo and Jacob, Eduardo},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={393--403},
year={2018},
organization={Springer, Cham}
}
  • I. Oregi, J. Del Ser, A. Perez, and J. A. Lozano, “Adversarial sample crafting for time series classification with elastic similarity measures,” in International symposium on intelligent and distributed computing, 2018, p. 26–39.
    [Bibtex] 
    @inproceedings{oregi2018adversarial,
title={Adversarial sample crafting for time series classification with elastic similarity measures},
author={Oregi, Izaskun and Del Ser, Javier and Perez, Aritz and Lozano, Jose A},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={26--39},
year={2018},
organization={Springer, Cham}
}
  • M. Rybinski, W. Miller, J. Del Ser, M. N. Bilbao, and J. F. Aldana-Montes, “On the design and tuning of machine learning models for language toxicity classification in online platforms,” in International symposium on intelligent and distributed computing, 2018, p. 329–343.
    [Bibtex] 
    @inproceedings{rybinski2018design,
title={On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms},
author={Rybinski, Maciej and Miller, William and Del Ser, Javier and Bilbao, Miren Nekane and Aldana-Montes, Jos{\'e} F},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={329--343},
year={2018},
organization={Springer, Cham}
}
  • E. Osaba, J. Del Ser, A. Iglesias, M. N. Bilbao, I. Fister, and A. Galvez, “Solving the open-path asymmetric green traveling salesman problem in a realistic urban environment,” in International symposium on intelligent and distributed computing, 2018, p. 181–191.
    [Bibtex] 
    @inproceedings{osaba2018solving,
title={Solving the open-path asymmetric green traveling salesman problem in a realistic urban environment},
author={Osaba, Eneko and Del Ser, Javier and Iglesias, Andres and Bilbao, Miren Nekane and Fister, Iztok and Galvez, Akemi},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={181--191},
year={2018},
organization={Springer, Cham}
}
  • J. Para, J. Del Ser, A. Aguirre, and A. J. Nebro, “Decision making in industry 4.0 scenarios supported by imbalanced data classification,” in International symposium on intelligent and distributed computing, 2018, p. 121–134.
    [Bibtex] 
    @inproceedings{para2018decision,
title={Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification},
author={Para, Jesus and Del Ser, Javier and Aguirre, Aitor and Nebro, Antonio J},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={121--134},
year={2018},
organization={Springer, Cham}
}
  • M. Arostegi, A. I. Torre-Bastida, J. L. Lobo, M. N. Bilbao, and J. Del Ser, “Concept tracking and adaptation for drifting data streams under extreme verification latency,” in International symposium on intelligent and distributed computing, 2018, p. 11–25.
    [Bibtex] 
    @inproceedings{arostegi2018concept,
title={Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency},
author={Arostegi, Maria and Torre-Bastida, Ana I and Lobo, Jesus L and Bilbao, Miren Nekane and Del Ser, Javier},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={11--25},
year={2018},
organization={Springer, Cham}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Automatic fitting of feature points for border detection of skin lesions in medical images with bat algorithm,” in International symposium on intelligent and distributed computing, 2018, p. 357–368.
    [Bibtex] 
    @inproceedings{galvez2018automatic,
title={Automatic fitting of feature points for border detection of skin lesions in medical images with bat algorithm},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={357--368},
year={2018},
organization={Springer, Cham}
}
  • I. Laña, E. Capecci, J. Del Ser, J. L. Lobo, and N. Kasabov, “Road traffic forecasting using neucube and dynamic evolving spiking neural networks,” in International symposium on intelligent and distributed computing, 2018, p. 192–203.
    [Bibtex] 
    @inproceedings{lana2018road,
title={Road traffic forecasting using neucube and dynamic evolving spiking neural networks},
author={La{\~n}a, Ibai and Capecci, Elisa and Del Ser, Javier and Lobo, Jesus L and Kasabov, Nikola},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={192--203},
year={2018},
organization={Springer, Cham}
}
  • E. L. Camacho, M. J. Garc{‘i}a-Godoy, J. Del Ser, A. J. Nebro, and J. F. Aldana-Montes, “Multi-objective metaheuristics for a flexible ligand-macromolecule docking problem in computational biology,” in International symposium on intelligent and distributed computing, 2018, p. 369–379.
    [Bibtex] 
    @inproceedings{camacho2018multi,
title={Multi-objective Metaheuristics for a Flexible Ligand-Macromolecule Docking Problem in Computational Biology},
author={Camacho, Esteban L{\'o}pez and Garc{\'\i}a-Godoy, Mar{\'\i}a Jes{\'u}s and Del Ser, Javier and Nebro, Antonio J and Aldana-Montes, Jos{\'e} F},
booktitle={International Symposium on Intelligent and Distributed Computing},
pages={369--379},
year={2018},
organization={Springer, Cham}
}
  • J. L. Lobo, J. Del Ser, I. Laña, M. N. Bilbao, and N. Kasabov, “Drift detection over non-stationary data streams using evolving spiking neural networks,” in International symposium on intelligent and distributed computing, 2018, p. 82–94.
    [Bibtex] 
    @inproceedings{lobo2018drift,
title={Drift detection over non-stationary data streams using evolving spiking neural networks},
author={Lobo, Jesus L and Del Ser, Javier and La{\~n}a, Ibai and Bilbao, Miren Nekane and Kasabov, Nikola},
booktitle={International symposium on intelligent and distributed computing},
pages={82--94},
year={2018},
organization={Springer, Cham}
}
  • M. N. Bilbao and J. Del Ser, “Concept tracking and adaptation for drifting data streams under extreme verification latency,” Intelligent distributed computing xii, vol. 798, p. 11, 2018.
    [Bibtex] 
    @article{bilbao2018concept,
title={Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency},
author={Bilbao, Miren Nekane and Del Ser, Javier},
journal={Intelligent Distributed Computing XII},
volume={798},
pages={11},
year={2018},
publisher={Springer}
}
  • J. Del Ser, E. Osaba, M. N. Bilbao, J. J. Sanchez-Medina, M. Vecchio, and X. Yang, Intelligent distributed computing xiiSpringer, 2018.
    [Bibtex] 
    @misc{del2018intelligent,
title={Intelligent Distributed Computing XII},
author={Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Sanchez-Medina, Javier J and Vecchio, Massimo and Yang, Xin-She},
year={2018},
publisher={Springer}
}
  • A. Diez-Olivan, J. Del Ser, D. Galar, and B. Sierra, “Data fusion and machine learning for industrial prognosis: trends and perspectives towards industry 4.0,” Information fusion, vol. 50, p. 92–111, 2019.
    [Bibtex] 
    @article{diez2019data,
title={Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0},
author={Diez-Olivan, Alberto and Del Ser, Javier and Galar, Diego and Sierra, Basilio},
journal={Information Fusion},
volume={50},
pages={92--111},
year={2019},
publisher={Elsevier}
}
  • F. HERRERA, S. DAMAS, R. MONTES, S. ALONSO, A. GONZÁLEZ, Ó. CORDÓN, A. TRONCOSO, J. C. RIQUELME, D. CAMACHO, P. A. GONZÁLEZ, and others, “Xviii conferencia de la asociación española para la inteligencia artificial (caepia 2018),” , 2018.
    [Bibtex] 
    @article{herrera2018xviii,
title={XVIII Conferencia de la Asociaci{\'o}n Espa{\~n}ola para la Inteligencia Artificial (CAEPIA 2018)},
author={HERRERA, FRANCISCO and DAMAS, SERGIO and MONTES, ROSANA and ALONSO, SERGIO and GONZ{\'A}LEZ, ANTONIO and CORD{\'O}N, {\'O}SCAR and TRONCOSO, ALICIA and RIQUELME, JOS{\'E} C and CAMACHO, DAVID and GONZ{\'A}LEZ, PEDRO ANTONIO and others},
year={2018}
}
  • J. D. S. Lorente, Recent advances on meta-heuristics and their application to real scenariosBoD–Books on Demand, 2013.
    [Bibtex] 
    @misc{lorente2013recent,
title={Recent Advances on Meta-Heuristics and Their Application to Real Scenarios},
author={Lorente, Javier Del Ser},
year={2013},
publisher={BoD--Books on Demand}
}
  • J. D. S. Lorente and E. Osaba, Nature-inspired methods for stochastic, robust and dynamic optimizationBoD–Books on Demand, 2018.
    [Bibtex] 
    @misc{lorente2018nature,
title={Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization},
author={Lorente, Javier Del Ser and Osaba, Eneko},
year={2018},
publisher={BoD--Books on Demand}
}
  • E. Osaba, J. Del Ser, D. Camacho, A. Galvez, A. Iglesias, and I. Fister, “Community detection in weighted directed networks using nature-inspired heuristics,” in International conference on intelligent data engineering and automated learning, 2018, p. 325–335.
    [Bibtex] 
    @inproceedings{osaba2018community,
title={Community detection in weighted directed networks using nature-inspired heuristics},
author={Osaba, Eneko and Del Ser, Javier and Camacho, David and Galvez, Akemi and Iglesias, Andres and Fister, Iztok},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={325--335},
year={2018},
organization={Springer, Cham}
}
  • P. Suárez, A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode,” in International conference on intelligent data engineering and automated learning, 2018, p. 201–209.
    [Bibtex] 
    @inproceedings{suarez2018bat,
title={Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode},
author={Su{\'a}rez, Patricia and G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={201--209},
year={2018},
organization={Springer, Cham}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Differential evolution for association rule mining using categorical and numerical attributes,” in International conference on intelligent data engineering and automated learning, 2018, p. 79–88.
    [Bibtex] 
    @inproceedings{fister2018differential,
title={Differential evolution for association rule mining using categorical and numerical attributes},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International conference on intelligent data engineering and automated learning},
pages={79--88},
year={2018},
organization={Springer, Cham}
}
  • C. Perfecto, M. S. Elbamby, J. Del Ser, and M. Bennis, “Taming the latency in multi-user vr 360°: a qoe-aware deep learning-aided multicast framework,” Ieee transactions on communications, vol. 68, iss. 4, p. 2491–2508, 2020.
    [Bibtex] 
    @article{perfecto2020taming,
title={Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework},
author={Perfecto, Cristina and Elbamby, Mohammed S and Del Ser, Javier and Bennis, Mehdi},
journal={IEEE Transactions on Communications},
volume={68},
number={4},
pages={2491--2508},
year={2020},
publisher={IEEE}
}
  • A. Ullah, K. Muhammad, J. Del Ser, S. W. Baik, and V. H. C. de Albuquerque, “Activity recognition using temporal optical flow convolutional features and multilayer lstm,” Ieee transactions on industrial electronics, vol. 66, iss. 12, p. 9692–9702, 2018.
    [Bibtex] 
    @article{ullah2018activity,
title={Activity recognition using temporal optical flow convolutional features and multilayer LSTM},
author={Ullah, Amin and Muhammad, Khan and Del Ser, Javier and Baik, Sung Wook and de Albuquerque, Victor Hugo C},
journal={IEEE Transactions on Industrial Electronics},
volume={66},
number={12},
pages={9692--9702},
year={2018},
publisher={IEEE}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, E. Osaba, I. Fister Jr, M. Perc, and M. Slavinec, “Novelty search for global optimization,” Applied mathematics and computation, vol. 347, p. 865–881, 2019.
    [Bibtex] 
    @article{fister2019novelty,
title={Novelty search for global optimization},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko and Fister Jr, Iztok and Perc, Matja{\v{z}} and Slavinec, Mitja},
journal={Applied Mathematics and Computation},
volume={347},
pages={865--881},
year={2019},
publisher={Elsevier}
}
  • I. Oregi, A. Pérez, J. Del Ser, and J. A. Lozano, “On-line elastic similarity measures for time series,” Pattern recognition, vol. 88, p. 506–517, 2019.
    [Bibtex] 
    @article{oregi2019line,
title={On-line Elastic Similarity Measures for time series},
author={Oregi, Izaskun and P{\'e}rez, Aritz and Del Ser, Javier and Lozano, Jose A},
journal={Pattern Recognition},
volume={88},
pages={506--517},
year={2019},
publisher={Pergamon}
}
  • E. Osaba, J. Del Ser, A. J. Nebro, I. Laña, M. N. Bilbao, and J. J. Sanchez-Medina, “Multi-objective optimization of bike routes for last-mile package delivery with drop-offs,” in 2018 21st international conference on intelligent transportation systems (itsc), 2018, p. 865–870.
    [Bibtex] 
    @inproceedings{osaba2018multi,
title={Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs},
author={Osaba, Eneko and Del Ser, Javier and Nebro, Antonio J and La{\~n}a, Ibai and Bilbao, Miren Nekane and Sanchez-Medina, Javier J},
booktitle={2018 21st International Conference on Intelligent Transportation Systems (ITSC)},
pages={865--870},
year={2018},
organization={IEEE}
}
  • S. Jiménez-Fernández, C. Camacho-Gómez, R. Mallol-Poyato, J. C. Fernández, J. Del Ser, A. Portilla-Figueras, and S. Salcedo-Sanz, “Optimal microgrid topology design and siting of distributed generation sources using a multi-objective substrate layer coral reefs optimization algorithm,” Sustainability, vol. 11, iss. 1, p. 169, 2019.
    [Bibtex] 
    @article{jimenez2019optimal,
title={Optimal microgrid topology design and siting of distributed generation sources using a multi-objective substrate layer coral reefs optimization algorithm},
author={Jim{\'e}nez-Fern{\'a}ndez, Silvia and Camacho-G{\'o}mez, Carlos and Mallol-Poyato, Ricardo and Fern{\'a}ndez, Juan Carlos and Del Ser, Javier and Portilla-Figueras, Antonio and Salcedo-Sanz, Sancho},
journal={Sustainability},
volume={11},
number={1},
pages={169},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • J. Del Ser, Z. W. Geem, and X. Yang, “Foreword: new theoretical insights and practical applications of bio-inspired computation approaches,” , 2019.
    [Bibtex] 
    @article{del2019foreword,
title={Foreword: New theoretical insights and practical applications of bio-inspired computation approaches},
author={Del Ser, Javier and Geem, Zong Woo and Yang, Xin-She},
year={2019},
publisher={ELSEVIER SCIENCE BV}
}
  • I. Laña, J. L. Lobo, E. Capecci, J. Del Ser, and N. Kasabov, “Adaptive long-term traffic state estimation with evolving spiking neural networks,” Transportation research part c: emerging technologies, vol. 101, p. 126–144, 2019.
    [Bibtex] 
    @article{lana2019adaptive,
title={Adaptive long-term traffic state estimation with evolving spiking neural networks},
author={La{\~n}a, Ibai and Lobo, Jesus L and Capecci, Elisa and Del Ser, Javier and Kasabov, Nikola},
journal={Transportation Research Part C: Emerging Technologies},
volume={101},
pages={126--144},
year={2019},
publisher={Pergamon}
}
  • A. Benitez-Hidalgo, A. J. Nebro, J. Garcia-Nieto, I. Oregi, and J. Del Ser, “Jmetalpy: a python framework for multi-objective optimization with metaheuristics,” Swarm and evolutionary computation, vol. 51, iss. 100598, 2019.
    [Bibtex] 
    @article{benitez2019jmetalpy,
title={jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics},
author={Benitez-Hidalgo, Antonio and Nebro, Antonio J and Garcia-Nieto, Jose and Oregi, Izaskun and Del Ser, Javier},
journal={Swarm and Evolutionary Computation},
volume={51},
number={100598},
year={2019}
}
  • J. Del Ser, E. Osaba, J. J. Sanchez-Medina, and I. Fister, “Bioinspired computational intelligence and transportation systems: a long road ahead,” Ieee transactions on intelligent transportation systems, vol. 21, iss. 2, p. 466–495, 2019.
    [Bibtex] 
    @article{del2019bioinspired,
title={Bioinspired computational intelligence and transportation systems: a long road ahead},
author={Del Ser, Javier and Osaba, Eneko and Sanchez-Medina, Javier J and Fister, Iztok},
journal={IEEE Transactions on Intelligent Transportation Systems},
volume={21},
number={2},
pages={466--495},
year={2019},
publisher={IEEE}
}
  • M. J. Garc{‘i}a-Godoy, E. López-Camacho, J. Garc{‘i}a-Nieto, J. Del Ser, A. J. Nebro, and J. F. Aldana-Montes, “Bio-inspired optimization for the molecular docking problem: state of the art, recent results and perspectives,” Applied soft computing, vol. 79, p. 30–45, 2019.
    [Bibtex] 
    @article{garcia2019bio,
title={Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives},
author={Garc{\'\i}a-Godoy, Mar{\'\i}a Jes{\'u}s and L{\'o}pez-Camacho, Esteban and Garc{\'\i}a-Nieto, Jos{\'e} and Del Ser, Javier and Nebro, Antonio J and Aldana-Montes, Jos{\'e} F},
journal={Applied Soft Computing},
volume={79},
pages={30--45},
year={2019},
publisher={Elsevier}
}
  • J. Para, J. Del Ser, A. J. Nebro, U. Zurutuza, and F. Herrera, “Analyze, sense, preprocess, predict, implement, and deploy (asppid): an incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0,” Engineering applications of artificial intelligence, vol. 82, p. 30–43, 2019.
    [Bibtex] 
    @article{para2019analyze,
title={Analyze, sense, preprocess, predict, implement, and deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0},
author={Para, Jesus and Del Ser, Javier and Nebro, Antonio J and Zurutuza, Urko and Herrera, Francisco},
journal={Engineering Applications of Artificial Intelligence},
volume={82},
pages={30--43},
year={2019},
publisher={Pergamon}
}
  • M. Carrillo, J. Sánchez-Cubillo, E. Osaba, M. N. Bilbao, and J. Del Ser, “Trophallaxis, low-power vision sensors and multi-objective heuristics for 3d scene reconstruction using swarm robotics,” in International conference on the applications of evolutionary computation (part of evostar), 2019, p. 599–615.
    [Bibtex] 
    @inproceedings{carrillo2019trophallaxis,
title={Trophallaxis, low-power vision sensors and multi-objective heuristics for 3d scene reconstruction using swarm robotics},
author={Carrillo, Maria and S{\'a}nchez-Cubillo, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Del Ser, Javier},
booktitle={International Conference on the Applications of Evolutionary Computation (Part of EvoStar)},
pages={599--615},
year={2019},
organization={Springer, Cham}
}
  • J. Del Ser, E. Osaba, D. Molina, X. Yang, S. Salcedo-Sanz, D. Camacho, S. Das, P. N. Suganthan, C. C. A. Coello, and F. Herrera, “Bio-inspired computation: where we stand and what’s next,” Swarm and evolutionary computation, vol. 48, p. 220–250, 2019.
    [Bibtex] 
    @article{del2019bio,
title={Bio-inspired computation: Where we stand and what's next},
author={Del Ser, Javier and Osaba, Eneko and Molina, Daniel and Yang, Xin-She and Salcedo-Sanz, Sancho and Camacho, David and Das, Swagatam and Suganthan, Ponnuthurai N and Coello, Carlos A Coello and Herrera, Francisco},
journal={Swarm and Evolutionary Computation},
volume={48},
pages={220--250},
year={2019},
publisher={Elsevier}
}
  • C. Perfecto, M. S. Elbamby, J. Park, J. Del Ser, and M. Bennis, “Mobile xr over 5g: a way forward with mmwaves and edge,” Arxiv preprint arxiv:1905.04599, 2019.
    [Bibtex] 
    @article{perfecto2019mobile,
title={Mobile XR over 5G: A way forward with mmWaves and Edge},
author={Perfecto, Cristina and Elbamby, Mohammed S and Park, Jihong and Del Ser, Javier and Bennis, Mehdi},
journal={arXiv preprint arXiv:1905.04599},
year={2019}
}
  • M. A. Santos, R. Munoz, R. Olivares, P. P. Rebouças Filho, J. Del Ser, and V. H. C. de Albuquerque, “Online heart monitoring systems on the internet of health things environments: a survey, a reference model and an outlook,” Information fusion, vol. 53, p. 222–239, 2020.
    [Bibtex] 
    @article{santos2020online,
title={Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook},
author={Santos, Marcus AG and Munoz, Roberto and Olivares, Rodrigo and Rebou{\c{c}}as Filho, Pedro P and Del Ser, Javier and de Albuquerque, Victor Hugo C},
journal={Information Fusion},
volume={53},
pages={222--239},
year={2020},
publisher={Elsevier}
}
  • E. Osaba, M. N. Bilbao, A. Iglesias, J. Del Ser, A. Galvez, and I. Fister, “Dynamic partitioning of evolving graph streams using nature-inspired heuristics,” in International conference on computational science, 2019, p. 367–380.
    [Bibtex] 
    @inproceedings{osaba2019dynamic,
title={Dynamic Partitioning of Evolving Graph Streams using Nature-inspired Heuristics},
author={Osaba, Eneko and Bilbao, Miren Nekane and Iglesias, Andres and Del Ser, Javier and Galvez, Akemi and Fister, Iztok},
booktitle={International Conference on Computational Science},
pages={367--380},
year={2019},
organization={Springer, Cham}
}
  • A. Gálvez, E. Osaba, J. Del Ser, and A. Iglesias, “Bat algorithm for kernel computation in fractal image reconstruction,” in International conference on computational science, 2019, p. 381–394.
    [Bibtex] 
    @inproceedings{galvez2019bat,
title={Bat algorithm for kernel computation in fractal image reconstruction},
author={G{\'a}lvez, Akemi and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Computational Science},
pages={381--394},
year={2019},
organization={Springer, Cham}
}
  • A. K. Samal, R. Mall, and C. Tripathy, “Swarm and evolutionary computation,” , 2013.
    [Bibtex] 
    @article{samal2013swarm,
title={Swarm and Evolutionary Computation},
author={Samal, Abhaya Kumar and Mall, Rajib and Tripathy, Chittaranjan},
year={2013}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Using adaptive novelty search in differential evolution,” in International conference on practical applications of agents and multi-agent systems, 2019, p. 267–275.
    [Bibtex] 
    @inproceedings{fister2019using,
title={Using Adaptive Novelty Search in Differential Evolution},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
pages={267--275},
year={2019},
organization={Springer, Cham}
}
  • E. Osaba, X. Yang, I. Fister Jr, J. Del Ser, P. Lopez-Garcia, and A. J. Vazquez-Pardavila, “Swarm and evolutionary computation.”
    [Bibtex] 
    @article{osabaswarm,
title={Swarm and Evolutionary Computation},
author={Osaba, Eneko and Yang, Xin-She and Fister Jr, Iztok and Del Ser, Javier and Lopez-Garcia, Pedro and Vazquez-Pardavila, Alejo J}
}
  • E. Osaba, J. D. Ser, A. Panizo, D. Camacho, A. Galvez, and A. Iglesias, “Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1329–1335.
    [Bibtex] 
    @inproceedings{osaba2019combining,
title={Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams},
author={Osaba, Eneko and Ser, Javier Del and Panizo, Angel and Camacho, David and Galvez, Akemi and Iglesias, Andres},
booktitle={Proceedings of the genetic and evolutionary computation conference companion},
pages={1329--1335},
year={2019}
}
  • I. Fister Jr, A. Galvez, E. Osaba, J. D. Ser, A. Iglesias, and I. Fister, “Discovering dependencies among mined association rules with population-based metaheuristics,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1668–1674.
    [Bibtex] 
    @inproceedings{fister2019discovering,
title={Discovering dependencies among mined association rules with population-based metaheuristics},
author={Fister Jr, Iztok and Galvez, Akemi and Osaba, Eneko and Ser, Javier Del and Iglesias, Andres and Fister, Iztok},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1668--1674},
year={2019}
}
  • A. D. Martinez, E. Osaba, I. Oregi, I. Fister, I. Fister, and J. D. Ser, “Hybridizing differential evolution and novelty search for multimodal optimization problems,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1980–1989.
    [Bibtex] 
    @inproceedings{martinez2019hybridizing,
title={Hybridizing differential evolution and novelty search for multimodal optimization problems},
author={Martinez, Aritz D and Osaba, Eneko and Oregi, Izaskun and Fister, Iztok and Fister, Iztok and Ser, Javier Del},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1980--1989},
year={2019}
}
  • A. Gálvez, I. Fister Jr, E. Osaba, I. Fister, J. D. Ser, and A. Iglesias, “Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1675–1682.
    [Bibtex] 
    @inproceedings{galvez2019computing,
title={Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm},
author={G{\'a}lvez, Akemi and Fister Jr, Iztok and Osaba, Eneko and Fister, Iztok and Ser, Javier Del and Iglesias, Andr{\'e}s},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1675--1682},
year={2019}
}
  • A. D. Masegosa, E. Osaba, J. S. Angarita-Zapata, I. Laña, and J. D. Ser, “Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks,” in Proceedings of the genetic and evolutionary computation conference companion, 2019, p. 1312–1320.
    [Bibtex] 
    @inproceedings{masegosa2019nature,
title={Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks},
author={Masegosa, Antonio D and Osaba, Eneko and Angarita-Zapata, Juan S and La{\~n}a, Ibai and Ser, Javier Del},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages={1312--1320},
year={2019}
}
  • J. L. Lobo, J. D. Ser, F. De Simone, R. Presta, S. Collina, and Z. Moravek, “Cognitive workload classification using eye-tracking and eeg data,” in Proceedings of the international conference on human-computer interaction in aerospace, 2016, p. 1–8.
    [Bibtex] 
    @inproceedings{lobo2016cognitive,
title={Cognitive workload classification using eye-tracking and EEG data},
author={Lobo, Jesus L and Ser, Javier Del and De Simone, Flavia and Presta, Roberta and Collina, Simona and Moravek, Zdenek},
booktitle={Proceedings of the International Conference on Human-Computer Interaction in Aerospace},
pages={1--8},
year={2016}
}
  • J. Del Ser, E. Osaba, D. Molina, X. Yang, S. Salcedo-Sanz, D. Camacho, S. Das, P. N. Suganthan, C. C. A. Coello, and F. Herrera, “Swarm and evolutionary computation.”
    [Bibtex] 
    @article{delswarm,
title={Swarm and Evolutionary Computation},
author={Del Ser, Javier and Osaba, Eneko and Molina, Daniel and Yang, Xin-She and Salcedo-Sanz, Sancho and Camacho, David and Das, Swagatam and Suganthan, Ponnuthurai N and Coello, Carlos A Coello and Herrera, Francisco}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Cuckoo search algorithm for border reconstruction of medical images with rational curves,” in International conference on swarm intelligence, 2019, p. 320–330.
    [Bibtex] 
    @inproceedings{galvez2019cuckoo,
title={Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={International Conference on Swarm Intelligence},
pages={320--330},
year={2019},
organization={Springer, Cham}
}
  • J. L. Lobo, I. Ballesteros, I. Oregi, and J. Del Ser, “Real-time electrical power prediction in a combined cycle power plant,” Arxiv preprint arxiv:1907.11653, 2019.
    [Bibtex] 
    @article{lobo2019real,
title={Real-time Electrical Power Prediction in a Combined Cycle Power Plant},
author={Lobo, Jesus L and Ballesteros, Igor and Oregi, Izaskun and Del Ser, Javier},
journal={arXiv preprint arXiv:1907.11653},
year={2019}
}
  • I. Estalayo, J. Del Ser, E. Osaba, M. N. Bilbao, K. Muhammad, A. Gálvez, and A. Iglesias, “Return, diversification and risk in cryptocurrency portfolios using deep recurrent neural networks and multi-objective evolutionary algorithms,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 755–761.
    [Bibtex] 
    @inproceedings{estalayo2019return,
title={Return, diversification and risk in cryptocurrency portfolios using deep recurrent neural networks and multi-objective evolutionary algorithms},
author={Estalayo, Ismael and Del Ser, Javier and Osaba, Eneko and Bilbao, Miren Nekane and Muhammad, Khan and G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={755--761},
year={2019},
organization={IEEE}
}
  • A. Gálvez, I. Fister, E. Osaba, J. Del Ser, and A. Iglesias, “Hybrid modified firefly algorithm for border detection of skin lesions in medical imaging,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 111–118.
    [Bibtex] 
    @inproceedings{galvez2019hybrid,
title={Hybrid modified firefly algorithm for border detection of skin lesions in medical imaging},
author={G{\'a}lvez, Akemi and Fister, Iztok and Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={111--118},
year={2019},
organization={IEEE}
}
  • I. Fister, A. Iglesias, A. Galvez, J. Del Ser, and E. Osaba, “Cooperative game concepts in solving global optimization,” in 2019 ieee congress on evolutionary computation (cec), 2019, p. 1525–1532.
    [Bibtex] 
    @inproceedings{fister2019cooperative,
title={Cooperative game concepts in solving global optimization},
author={Fister, Iztok and Iglesias, Andres and Galvez, Akemi and Del Ser, Javier and Osaba, Eneko},
booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},
pages={1525--1532},
year={2019},
organization={IEEE}
}
  • J. L. Lobo, J. Del Ser, A. Bifet, and N. Kasabov, “Spiking neural networks and online learning: an overview and perspectives,” Neural networks, vol. 121, p. 88–100, 2020.
    [Bibtex] 
    @article{lobo2020spiking,
title={Spiking neural networks and online learning: An overview and perspectives},
author={Lobo, Jesus L and Del Ser, Javier and Bifet, Albert and Kasabov, Nikola},
journal={Neural Networks},
volume={121},
pages={88--100},
year={2020},
publisher={Pergamon}
}
  • J. L. Lobo, I. Oregi, A. Bifet, and J. Del Ser, “Exploiting a stimuli encoding scheme of spiking neural networks for stream learning,” Arxiv preprint arxiv:1908.08018, 2019.
    [Bibtex] 
    @article{lobo2019exploiting,
title={Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning},
author={Lobo, Jesus L and Oregi, Izaskun and Bifet, Albert and Del Ser, Javier},
journal={arXiv preprint arXiv:1908.08018},
year={2019}
}
  • T. Hussain, K. Muhammad, J. Del Ser, S. W. Baik, and V. H. C. de Albuquerque, “Intelligent embedded vision for summarization of multiview videos in iiot,” Ieee transactions on industrial informatics, vol. 16, iss. 4, p. 2592–2602, 2019.
    [Bibtex] 
    @article{hussain2019intelligent,
title={Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT},
author={Hussain, Tanveer and Muhammad, Khan and Del Ser, Javier and Baik, Sung Wook and de Albuquerque, Victor Hugo C},
journal={IEEE Transactions on Industrial Informatics},
volume={16},
number={4},
pages={2592--2602},
year={2019},
publisher={IEEE}
}
  • A. B. Arrieta, N. D{‘i}az-Rodr{‘i}guez, J. Del Ser, A. Bennetot, S. Tabik, A. Barbado, S. Garc{‘i}a, S. Gil-López, D. Molina, R. Benjamins, and others, “Explainable artificial intelligence (xai): concepts, taxonomies, opportunities and challenges toward responsible ai,” Information fusion, vol. 58, p. 82–115, 2020.
    [Bibtex] 
    @article{arrieta2020explainable,
title={Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI},
author={Arrieta, Alejandro Barredo and D{\'\i}az-Rodr{\'\i}guez, Natalia and Del Ser, Javier and Bennetot, Adrien and Tabik, Siham and Barbado, Alberto and Garc{\'\i}a, Salvador and Gil-L{\'o}pez, Sergio and Molina, Daniel and Benjamins, Richard and others},
journal={Information Fusion},
volume={58},
pages={82--115},
year={2020},
publisher={Elsevier}
}
  • E. Irurozki, J. Lobo, A. Perez, and J. Del Ser, “Online ranking with concept drifts in streaming data,” Arxiv preprint arxiv:1910.08795, 2019.
    [Bibtex] 
    @article{irurozki2019online,
title={Online Ranking with Concept Drifts in Streaming Data},
author={Irurozki, Ekhine and Lobo, Jesus and Perez, Aritz and Del Ser, Javier},
journal={arXiv preprint arXiv:1910.08795},
year={2019}
}
  • G. Perrone, M. Vecchio, J. Del Ser, F. Antonelli, and V. Kapoor, “The internet of things: a survey and outlook,” Arxiv preprint arxiv:1910.13965, 2019.
    [Bibtex] 
    @article{perrone2019internet,
title={The Internet of things: a survey and outlook},
author={Perrone, Giovanni and Vecchio, Massimo and Del Ser, Javier and Antonelli, Fabio and Kapoor, Vivart},
journal={arXiv preprint arXiv:1910.13965},
year={2019}
}
  • E. Manibardo, U. Irusta, J. Del Ser, E. Aramendi, I. Isasi, M. Olabarria, C. Corcuera, J. Veintemillas, and A. Larrea, “Ecg-based random forest classifier for cardiac arrest rhythms,” in 2019 41st annual international conference of the ieee engineering in medicine and biology society (embc), 2019, p. 1504–1508.
    [Bibtex] 
    @inproceedings{manibardo2019ecg,
title={ECG-based Random Forest Classifier for Cardiac Arrest Rhythms},
author={Manibardo, Eric and Irusta, Unai and Del Ser, Javier and Aramendi, Elisabete and Isasi, Iraia and Olabarria, Mikel and Corcuera, Carlos and Veintemillas, Jose and Larrea, Andima},
booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
pages={1504--1508},
year={2019},
organization={IEEE}
}
  • T. Hussain, K. Muhammad, A. Ullah, J. Del Ser, A. H. Gandomi, M. Sajjad, S. W. Baik, and V. H. C. de Albuquerque, “Multi-view summarization and activity recognition meet edge computing in iot environments,” Ieee internet of things journal, 2020.
    [Bibtex] 
    @article{hussain2020multi,
title={Multi-View Summarization and Activity Recognition Meet Edge Computing in IoT Environments},
author={Hussain, Tanveer and Muhammad, Khan and Ullah, Amin and Del Ser, Javier and Gandomi, Amir H and Sajjad, Muhammad and Baik, Sung Wook and de Albuquerque, Victor Hugo C},
journal={IEEE Internet of Things Journal},
year={2020},
publisher={IEEE}
}
  • E. Osaba, J. Del Ser, A. Iglesias, and X. Yang, Soft computing for swarm robotics: new trends and applicationsElsevier, 2020.
    [Bibtex] 
    @misc{osaba2020soft,
title={Soft Computing for Swarm Robotics: New Trends and Applications},
author={Osaba, Eneko and Del Ser, Javier and Iglesias, Andres and Yang, Xin-She},
year={2020},
publisher={Elsevier}
}
  • J. Del Ser, I. Laña, M. N. Bilbao, and E. I. Vlahogianni, “Road traffic forecasting using stacking ensembles of echo state networks,” in 2019 ieee intelligent transportation systems conference (itsc), 2019, p. 2591–2597.
    [Bibtex] 
    @inproceedings{del2019road,
title={Road Traffic Forecasting using Stacking Ensembles of Echo State Networks},
author={Del Ser, Javier and La{\~n}a, Ibai and Bilbao, Miren Nekane and Vlahogianni, Eleni I},
booktitle={2019 IEEE Intelligent Transportation Systems Conference (ITSC)},
pages={2591--2597},
year={2019},
organization={IEEE}
}
  • A. Barredo-Arrieta, I. Laña, and J. Del Ser, “What lies beneath: a note on the explainability of black-box machine learning models for road traffic forecasting,” in 2019 ieee intelligent transportation systems conference (itsc), 2019, p. 2232–2237.
    [Bibtex] 
    @inproceedings{barredo2019lies,
title={What Lies Beneath: A Note on the Explainability of Black-box Machine Learning Models for Road Traffic Forecasting},
author={Barredo-Arrieta, Alejandro and La{\~n}a, Ibai and Del Ser, Javier},
booktitle={2019 IEEE Intelligent Transportation Systems Conference (ITSC)},
pages={2232--2237},
year={2019},
organization={IEEE}
}
  • I. Estalayo, E. Osaba, I. Laña, and J. Del Ser, “Deep recurrent neural networks and optimization meta-heuristics for green urban route planning with dynamic traffic estimates,” in 2019 ieee intelligent transportation systems conference (itsc), 2019, p. 1336–1342.
    [Bibtex] 
    @inproceedings{estalayo2019deep,
title={Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates},
author={Estalayo, Ismael and Osaba, Eneko and La{\~n}a, Ibai and Del Ser, Javier},
booktitle={2019 IEEE Intelligent Transportation Systems Conference (ITSC)},
pages={1336--1342},
year={2019},
organization={IEEE}
}
  • I. Laña, E. Villar-Rodriguez, U. Etxegarai, I. Oregi, and J. Del Ser, “A question of trust: statistical characterization of long-term traffic estimations for their improved actionability,” in 2019 ieee intelligent transportation systems conference (itsc), 2019, p. 1922–1928.
    [Bibtex] 
    @inproceedings{lana2019question,
title={A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability},
author={La{\~n}a, Ibai and Villar-Rodriguez, Esther and Etxegarai, Urtats and Oregi, Izaskun and Del Ser, Javier},
booktitle={2019 IEEE Intelligent Transportation Systems Conference (ITSC)},
pages={1922--1928},
year={2019},
organization={IEEE}
}
  • J. Del Ser, E. Villar, E. Osaba, and M. A. Aceves-Fernandez, “Swarm intelligence: recent advances, new perspectives and applications,” , 2019.
    [Bibtex] 
    @article{del2019swarm,
title={Swarm Intelligence: Recent Advances, New Perspectives and Applications},
author={Del Ser, Javier and Villar, Esther and Osaba, Eneko and Aceves-Fernandez, Marco Antonio},
year={2019},
publisher={BoD--Books on Demand}
}
  • E. Osaba, E. Villar, and J. Del Ser, “Introductory chapter: swarm intelligence-recent advances, new perspectives, and applications,” in Swarm intelligence-recent advances, new perspectives and applications, IntechOpen, 2019.
    [Bibtex] 
    @incollection{osaba2019introductory,
title={Introductory Chapter: Swarm Intelligence-Recent Advances, New Perspectives, and Applications},
author={Osaba, Eneko and Villar, Esther and Del Ser, Javier},
booktitle={Swarm Intelligence-Recent Advances, New Perspectives and Applications},
year={2019},
publisher={IntechOpen}
}
  • J. L. Lobo, I. Oregi, A. Bifet, and J. Del Ser, “Exploiting the stimuli encoding scheme of evolving spiking neural networks for stream learning,” Neural networks, vol. 123, p. 118–133, 2020.
    [Bibtex] 
    @article{lobo2020exploiting,
title={Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning},
author={Lobo, Jesus L and Oregi, Izaskun and Bifet, Albert and Del Ser, Javier},
journal={Neural Networks},
volume={123},
pages={118--133},
year={2020},
publisher={Pergamon}
}
  • E. Osaba, J. Del Ser, D. Camacho, M. N. Bilbao, and X. Yang, “Community detection in networks using bio-inspired optimization: latest developments, new results and perspectives with a selection of recent meta-heuristics,” Applied soft computing, vol. 87, p. 106010, 2020.
    [Bibtex] 
    @article{osaba2020community,
title={Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics},
author={Osaba, Eneko and Del Ser, Javier and Camacho, David and Bilbao, Miren Nekane and Yang, Xin-She},
journal={Applied Soft Computing},
volume={87},
pages={106010},
year={2020},
publisher={Elsevier}
}
  • P. S. Maci{k{a}}g, M. Kryszkiewicz, R. Bembenik, J. L. Lobo, and J. Del Ser, “Unsupervised anomaly detection in stream data with online evolving spiking neural networks,” Arxiv preprint arxiv:1912.08785, 2019.
    [Bibtex] 
    @article{macikag2019unsupervised,
title={Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks},
author={Maci{\k{a}}g, Piotr S and Kryszkiewicz, Marzena and Bembenik, Robert and Lobo, Jesus L and Del Ser, Javier},
journal={arXiv preprint arXiv:1912.08785},
year={2019}
}
  • J. Del Ser, J. J. Sanchez-Medina, and E. I. Vlahogianni, “Introduction to the special issue on online learning for big-data driven transportation and mobility,” Ieee transactions on intelligent transportation systems, vol. 20, iss. 12, p. 4621–4623, 2019.
    [Bibtex] 
    @article{del2019introduction,
title={Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility},
author={Del Ser, Javier and Sanchez-Medina, Javier J and Vlahogianni, Eleni I},
journal={IEEE Transactions on Intelligent Transportation Systems},
volume={20},
number={12},
pages={4621--4623},
year={2019},
publisher={IEEE}
}
  • K. Muhammad, T. Hussain, J. Del Ser, V. Palade, and V. H. C. De Albuquerque, “Deepres: a deep learning-based video summarization strategy for resource-constrained industrial surveillance scenarios,” Ieee transactions on industrial informatics, vol. 16, iss. 9, p. 5938–5947, 2019.
    [Bibtex] 
    @article{muhammad2019deepres,
title={DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios},
author={Muhammad, Khan and Hussain, Tanveer and Del Ser, Javier and Palade, Vasile and De Albuquerque, Victor Hugo C},
journal={IEEE Transactions on Industrial Informatics},
volume={16},
number={9},
pages={5938--5947},
year={2019},
publisher={IEEE}
}
  • M. Shahriari, D. Pardo, A. Picón, A. Galdran, J. Del Ser, and C. Torres-Verd{‘i}n, “A deep learning approach to the inversion of borehole resistivity measurements,” Computational geosciences, p. 1–24, 2020.
    [Bibtex] 
    @article{shahriari2020deep,
title={A deep learning approach to the inversion of borehole resistivity measurements},
author={Shahriari, Mostafa and Pardo, David and Pic{\'o}n, Artzai and Galdran, Adrian and Del Ser, Javier and Torres-Verd{\'\i}n, C},
journal={Computational Geosciences},
pages={1--24},
year={2020},
publisher={Springer International Publishing}
}
  • A. Nogareda, J. Del Ser, E. Osaba, and D. Camacho, “On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems,” Expert systems, p. e12528, 2020.
    [Bibtex] 
    @article{nogareda2020design,
title={On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems},
author={Nogareda, Ana-Maria and Del Ser, Javier and Osaba, Eneko and Camacho, David},
journal={Expert Systems},
pages={e12528},
year={2020}
}
  • P. Ortego, A. Diez-Olivan, J. Del Ser, F. Veiga, M. Penalva, and B. Sierra, “Evolutionary lstm-fcn networks for pattern classification in industrial processes,” Swarm and evolutionary computation, vol. 54, p. 100650, 2020.
    [Bibtex] 
    @article{ortego2020evolutionary,
title={Evolutionary LSTM-FCN networks for pattern classification in industrial processes},
author={Ortego, Patxi and Diez-Olivan, Alberto and Del Ser, Javier and Veiga, Fernando and Penalva, Mariluz and Sierra, Basilio},
journal={Swarm and Evolutionary Computation},
volume={54},
pages={100650},
year={2020},
publisher={Elsevier}
}
  • H. Chen, B. Jiang, J. Del Ser, E. Osaba, J. Sanchez-Medina, I. Fister Jr, I. Fister, F. Bock, S. Di Martino, A. Origlia, and others, “Convolutional neural network with adaptive regularization to classify driving styles on smartphones…………..”
    [Bibtex] 
    @article{chenconvolutional,
title={Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones.............},
author={Chen, H and Jiang, B and Del Ser, J and Osaba, E and Sanchez-Medina, JJ and Fister Jr, I and Fister, I and Bock, F and Di Martino, S and Origlia, A and others}
}
  • J. L. Lobo, J. Del Ser, and F. Herrera, “Lunar: cellular automata for drifting data streams,” Arxiv preprint arxiv:2002.02164, 2020.
    [Bibtex] 
    @article{lobo2020lunar,
title={LUNAR: Cellular Automata for Drifting Data Streams},
author={Lobo, Jesus L and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2002.02164},
year={2020}
}
  • J. L. Lobo, I. Ballesteros, I. Oregi, J. Del Ser, and S. Salcedo-Sanz, “Stream learning in energy iot systems: a case study in combined cycle power plants,” Energies, vol. 13, iss. 3, p. 740, 2020.
    [Bibtex] 
    @article{lobo2020stream,
title={Stream Learning in Energy IoT Systems: A Case Study in Combined Cycle Power Plants},
author={Lobo, Jesus L and Ballesteros, Igor and Oregi, Izaskun and Del Ser, Javier and Salcedo-Sanz, Sancho},
journal={Energies},
volume={13},
number={3},
pages={740},
year={2020},
publisher={Multidisciplinary Digital Publishing Institute}
}
  • I. Lana, J. J. Sanchez-Medina, E. I. Vlahogianni, and J. Del Ser, “From data to actions in intelligent transportation systems: a prescription of functional requirements for model actionability,” Arxiv preprint arxiv:2002.02210, 2020.
    [Bibtex] 
    @article{lana2020data,
title={From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability},
author={Lana, Ibai and Sanchez-Medina, Javier J and Vlahogianni, Eleni I and Del Ser, Javier},
journal={arXiv preprint arXiv:2002.02210},
year={2020}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Is the vehicle routing problem dead? an overview through bioinspired perspective and a prospect of opportunities,” in Nature-inspired computation in navigation and routing problems, Springer, Singapore, 2020, p. 57–84.
    [Bibtex] 
    @incollection{osaba2020vehicle,
title={Is the Vehicle Routing Problem Dead? An Overview Through Bioinspired Perspective and a Prospect of Opportunities},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier},
booktitle={Nature-Inspired Computation in Navigation and Routing Problems},
pages={57--84},
year={2020},
publisher={Springer, Singapore}
}
  • D. Molina, J. Poyatos, J. Del Ser, S. Garc{‘i}a, A. Hussain, and F. Herrera, “Comprehensive taxonomies of nature-and bio-inspired optimization: inspiration versus algorithmic behavior, critical analysis and recommendations,” Arxiv preprint arxiv:2002.08136, 2020.
    [Bibtex] 
    @article{molina2020comprehensive,
title={Comprehensive Taxonomies of Nature-and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations},
author={Molina, Daniel and Poyatos, Javier and Del Ser, Javier and Garc{\'\i}a, Salvador and Hussain, Amir and Herrera, Francisco},
journal={arXiv preprint arXiv:2002.08136},
year={2020}
}
  • E. Osaba, J. Del Ser, and A. Iglesias, “Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode.”
    [Bibtex] 
    @article{osababat,
title={Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode},
author={Osaba, Eneko and Del Ser, Javier and Iglesias, Andr{\'e}s}
}
  • A. D. Martinez, E. Osaba, J. Del Ser, and F. Herrera, “Simultaneously evolving deep reinforcement learning models using multifactorial optimization,” Arxiv preprint arxiv:2002.12133, 2020.
    [Bibtex] 
    @article{martinez2020simultaneously,
title={Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization},
author={Martinez, Aritz D and Osaba, Eneko and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2002.12133},
year={2020}
}
  • E. Osaba, A. D. Martinez, J. L. Lobo, J. Del Ser, and F. Herrera, “Multifactorial cellular genetic algorithm (mfcga): algorithmic design, performance comparison and genetic transferability analysis,” Arxiv preprint arxiv:2003.10768, 2020.
    [Bibtex] 
    @article{osaba2020multifactorial,
title={Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis},
author={Osaba, Eneko and Martinez, Aritz D and Lobo, Jesus L and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2003.10768},
year={2020}
}
  • E. Osaba, J. Del Ser, X. Yang, A. Iglesias, and A. Galvez, “Coeba: a coevolutionary bat algorithm for discrete evolutionary multitasking,” Arxiv preprint arxiv:2003.11628, 2020.
    [Bibtex] 
    @article{osaba2020coeba,
title={COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking},
author={Osaba, Eneko and Del Ser, Javier and Yang, Xin-She and Iglesias, Andres and Galvez, Akemi},
journal={arXiv preprint arXiv:2003.11628},
year={2020}
}
  • A. Barredo-Arrieta and J. Del Ser, “Plausible counterfactuals: auditing deep learning classifiers with realistic adversarial examples,” Arxiv preprint arxiv:2003.11323, 2020.
    [Bibtex] 
    @article{barredo2020plausible,
title={Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples},
author={Barredo-Arrieta, Alejandro and Del Ser, Javier},
journal={arXiv preprint arXiv:2003.11323},
year={2020}
}
  • E. L. Manibardo, I. Laña, J. L. Lobo, and J. Del Ser, “New perspectives on the use of online learning for congestion level prediction over traffic data,” Arxiv preprint arxiv:2003.14304, 2020.
    [Bibtex] 
    @article{manibardo2020new,
title={New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data},
author={Manibardo, Eric L and La{\~n}a, Ibai and Lobo, Jesus L and Del Ser, Javier},
journal={arXiv preprint arXiv:2003.14304},
year={2020}
}
  • M. Sajjad, M. Irfan, K. Muhammad, J. Del Ser, J. Sanchez-Medina, S. Andreev, W. Ding, and J. W. Lee, “An efficient and scalable simulation model for autonomous vehicles with economical hardware,” Ieee transactions on intelligent transportation systems, 2020.
    [Bibtex] 
    @article{sajjad2020efficient,
title={An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware},
author={Sajjad, Muhammad and Irfan, Muhammad and Muhammad, Khan and Del Ser, Javier and Sanchez-Medina, Javier and Andreev, Sergey and Ding, Weiping and Lee, Jong Weon},
journal={IEEE Transactions on Intelligent Transportation Systems},
year={2020},
publisher={IEEE}
}
  • E. Osaba, A. D. Martinez, A. Galvez, A. Iglesias, and J. Del Ser, “Dmfea-ii: an adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems,” Arxiv preprint arxiv:2004.06559, 2020.
    [Bibtex] 
    @article{osaba2020dmfea,
title={dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems},
author={Osaba, Eneko and Martinez, Aritz D and Galvez, Akemi and Iglesias, Andres and Del Ser, Javier},
journal={arXiv preprint arXiv:2004.06559},
year={2020}
}
  • J. Del Ser, I. Lana, E. L. Manibardo, I. Oregi, E. Osaba, J. L. Lobo, M. N. Bilbao, and E. I. Vlahogianni, “Deep echo state networks for short-term traffic forecasting: performance comparison and statistical assessment,” Arxiv preprint arxiv:2004.08170, 2020.
    [Bibtex] 
    @article{del2020deep,
title={Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment},
author={Del Ser, Javier and Lana, Ibai and Manibardo, Eric L and Oregi, Izaskun and Osaba, Eneko and Lobo, Jesus L and Bilbao, Miren Nekane and Vlahogianni, Eleni I},
journal={arXiv preprint arXiv:2004.08170},
year={2020}
}
  • A. LaTorre, D. Molina, E. Osaba, J. Del Ser, and F. Herrera, “Fairness in bio-inspired optimization research: a prescription of methodological guidelines for comparing meta-heuristics,” Arxiv preprint arxiv:2004.09969, 2020.
    [Bibtex] 
    @article{latorre2020fairness,
title={Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics},
author={LaTorre, Antonio and Molina, Daniel and Osaba, Eneko and Del Ser, Javier and Herrera, Francisco},
journal={arXiv preprint arXiv:2004.09969},
year={2020}
}
  • I. Oregi, J. Del Ser, A. Pérez, and J. A. Lozano, “Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences,” Neural networks, 2020.
    [Bibtex] 
    @article{oregi2020robust,
title={Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences},
author={Oregi, Izaskun and Del Ser, Javier and P{\'e}rez, Aritz and Lozano, Jos{\'e} A},
journal={Neural Networks},
year={2020},
publisher={Pergamon}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Traveling salesman problem: a perspective review of recent research and new results with bio-inspired metaheuristics,” in Nature-inspired computation and swarm intelligence, Academic Press, 2020, p. 135–164.
    [Bibtex] 
    @incollection{osaba2020traveling,
title={Traveling salesman problem: a perspective review of recent research and new results with bio-inspired metaheuristics},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier},
booktitle={Nature-Inspired Computation and Swarm Intelligence},
pages={135--164},
year={2020},
publisher={Academic Press}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Traveling salesman problem: a prospective review of recent research and new results with bio-inspired metaheuristics and novelty search.”
    [Bibtex] 
    @article{osabatraveling,
title={Traveling Salesman Problem: a Prospective Review of Recent Research and New Results with Bio-Inspired Metaheuristics and Novelty Search},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier}
}
  • E. Osaba, A. D. Martinez, J. L. Lobo, I. Laña, and J. Del Ser, “On the transferability of knowledge among vehicle routing problems by using a cellular evolutionary multitasking,” Arxiv preprint arxiv:2005.05066, 2020.
    [Bibtex] 
    @article{osaba2020transferability,
title={On the Transferability of Knowledge among Vehicle Routing Problems by using a Cellular Evolutionary Multitasking},
author={Osaba, Eneko and Martinez, Aritz D and Lobo, Jesus L and La{\~n}a, Ibai and Del Ser, Javier},
journal={arXiv preprint arXiv:2005.05066},
year={2020}
}
  • E. L. Manibardo, I. Laña, and J. Del Ser, “Transfer learning and online learning for traffic forecasting under different data availability conditions: alternatives and pitfalls,” Arxiv preprint arxiv:2005.05069, 2020.
    [Bibtex] 
    @article{manibardo2020transfer,
title={Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls},
author={Manibardo, Eric L and La{\~n}a, Ibai and Del Ser, Javier},
journal={arXiv preprint arXiv:2005.05069},
year={2020}
}
  • M. Shahriari, D. Pardo, J. Rivera, C. Torres-Verd{‘i}n, A. Picon, J. Del Ser, S. Ossandón, and V. M. Calo, “Error control and loss functions for the deep learning inversion of borehole resistivity measurements,” Arxiv preprint arxiv:2005.08868, 2020.
    [Bibtex] 
    @article{shahriari2020error,
title={Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements},
author={Shahriari, M and Pardo, D and Rivera, JA and Torres-Verd{\'\i}n, C and Picon, A and Del Ser, Javier and Ossand{\'o}n, S and Calo, Victor M},
journal={arXiv preprint arXiv:2005.08868},
year={2020}
}
  • E. Osaba, X. Yang, and J. Del Ser, “Is the vehicle routing problem dead? an overview through bioinspired,” Nature-inspired computation in navigation and routing problems: algorithms, methods and applications, p. 57, 2020.
    [Bibtex] 
    @article{osaba2020vehicle,
title={Is the Vehicle Routing Problem Dead? An Overview Through Bioinspired},
author={Osaba, Eneko and Yang, Xin-She and Del Ser, Javier},
journal={Nature-Inspired Computation in Navigation and Routing Problems: Algorithms, Methods and Applications},
pages={57},
year={2020},
publisher={Springer Nature}
}
  • A. Gálvez, A. Iglesias, E. Osaba, and J. Del Ser, “Parametric learning of associative functional networks through a modified memetic self-adaptive firefly algorithm,” in International conference on computational science, 2020, p. 566–579.
    [Bibtex] 
    @inproceedings{galvez2020parametric,
title={Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm},
author={G{\'a}lvez, Akemi and Iglesias, Andr{\'e}s and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Computational Science},
pages={566--579},
year={2020},
organization={Springer, Cham}
}
  • K. Muhammad, S. Khan, J. Del Ser, and V. H. C. de Albuquerque, “Deep learning for multigrade brain tumor classification in smart healthcare systems: a prospective survey,” Ieee transactions on neural networks and learning systems, 2020.
    [Bibtex] 
    @article{muhammad2020deep,
title={Deep learning for multigrade brain tumor classification in smart healthcare systems: A prospective survey},
author={Muhammad, Khan and Khan, Salman and Del Ser, Javier and de Albuquerque, Victor Hugo C},
journal={IEEE Transactions on Neural Networks and Learning Systems},
year={2020},
publisher={IEEE}
}
  • K. Muhammad, S. Khan, N. Kumar, J. Del Ser, and S. Mirjalili, “Vision-based personalized wireless capsule endoscopy for smart healthcare: taxonomy, literature review, opportunities and challenges,” Future generation computer systems, vol. 113, p. 266–280, 2020.
    [Bibtex] 
    @article{muhammad2020vision,
title={Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges},
author={Muhammad, Khan and Khan, Salman and Kumar, Neeraj and Del Ser, Javier and Mirjalili, Seyedali},
journal={Future Generation Computer Systems},
volume={113},
pages={266--280},
year={2020},
publisher={North-Holland}
}
  • S. González, S. Garc{‘i}a, J. Del Ser, L. Rokach, and F. Herrera, “A practical tutorial on bagging and boosting based ensembles for machine learning: algorithms, software tools, performance study, practical perspectives and opportunities,” Information fusion, vol. 64, p. 205–237, 2020.
    [Bibtex] 
    @article{gonzalez2020practical,
title={A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities},
author={Gonz{\'a}lez, Sergio and Garc{\'\i}a, Salvador and Del Ser, Javier and Rokach, Lior and Herrera, Francisco},
journal={Information Fusion},
volume={64},
pages={205--237},
year={2020},
publisher={Elsevier}
}
  • A. D. Martinez, J. Del Ser, E. Villar-Rodriguez, E. Osaba, J. Poyatos, S. Tabik, D. Molina, and F. Herrera, “Lights and shadows in evolutionary deep learning: taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges,” Information fusion, 2020.
    [Bibtex] 
    @article{martinez2020lights,
title={Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges},
author={Martinez, Aritz D and Del Ser, Javier and Villar-Rodriguez, Esther and Osaba, Eneko and Poyatos, Javier and Tabik, Siham and Molina, Daniel and Herrera, Francisco},
journal={Information Fusion},
year={2020},
publisher={Elsevier}
}
  • A. Gumaei, M. M. Hassan, S. Huda, M. R. Hassan, D. Camacho, J. Del Ser, and G. Fortino, “A robust cyberattack detection approach using optimal features of scada power systems in smart grids,” Applied soft computing, vol. 96, p. 106658, 2020.
    [Bibtex] 
    @article{gumaei2020robust,
title={A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids},
author={Gumaei, Abdu and Hassan, Mohammad Mehedi and Huda, Shamsul and Hassan, Md Rafiul and Camacho, David and Del Ser, Javier and Fortino, Giancarlo},
journal={Applied Soft Computing},
volume={96},
pages={106658},
year={2020},
publisher={Elsevier}
}
  • I. Lloréns, R. Alonso, S. Gil-López, S. Riaño, and J. Del Ser, “A novel formulation for the energy storage scheduling problem in solar self-consumption systems,” in International workshop on soft computing models in industrial and environmental applications, 2020, p. 67–78.
    [Bibtex] 
    @inproceedings{llorens2020novel,
title={A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems},
author={Llor{\'e}ns, Ic{\'\i}ar and Alonso, Ricardo and Gil-L{\'o}pez, Sergio and Ria{\~n}o, Sandra and Del Ser, Javier},
booktitle={International Workshop on Soft Computing Models in Industrial and Environmental Applications},
pages={67--78},
year={2020},
organization={Springer, Cham}
}
  • A. Galvez, A. Iglesias, E. Osaba, and J. Del Ser, “Bat algorithm method for automatic determination of color and contrast of modified digital images,” in 2020 ieee 44th annual computers, software, and applications conference (compsac), 2020, p. 1195–1200.
    [Bibtex] 
    @inproceedings{galvez2020bat,
title={Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images},
author={Galvez, Akemi and Iglesias, Andres and Osaba, Eneko and Del Ser, Javier},
booktitle={2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)},
pages={1195--1200},
year={2020},
organization={IEEE}
}
  • J. L. Lobo, J. Del Ser, E. Osaba, A. Bifet, and F. Herrera, “Curie: a cellular automaton for concept drift detection,” Arxiv preprint arxiv:2009.09677, 2020.
    [Bibtex] 
    @article{lobo2020curie,
title={CURIE: A Cellular Automaton for Concept Drift Detection},
author={Lobo, Jesus L and Del Ser, Javier and Osaba, Eneko and Bifet, Albert and Herrera, Francisco},
journal={arXiv preprint arXiv:2009.09677},
year={2020}
}
  • K. A. da Costa, J. P. Papa, L. A. Passos, D. Colombo, J. Del Ser, K. Muhammad, and V. H. C. de Albuquerque, “A critical literature survey and prospects on tampering and anomaly detection in image data,” Applied soft computing, p. 106727, 2020.
    [Bibtex] 
    @article{da2020critical,
title={A critical literature survey and prospects on tampering and anomaly detection in image data},
author={da Costa, Kelton AP and Papa, Jo{\~a}o P and Passos, Leandro A and Colombo, Danilo and Del Ser, Javier and Muhammad, Khan and de Albuquerque, Victor Hugo C},
journal={Applied Soft Computing},
pages={106727},
year={2020},
publisher={Elsevier}
}
  • E. Osaba, E. Villar-Rodriguez, and J. Del Ser, “A coevolutionary variable neighborhood search algorithm for discrete multitasking (covns): application to community detection over graphs,” Arxiv preprint arxiv:2009.14477, 2020.
    [Bibtex] 
    @article{osaba2020coevolutionary,
title={A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs},
author={Osaba, Eneko and Villar-Rodriguez, Esther and Del Ser, Javier},
journal={arXiv preprint arXiv:2009.14477},
year={2020}
}
  • E. Osaba, J. Del Ser, A. D. Martinez, J. L. Lobo, and F. Herrera, “At-mfcga: an adaptive transfer-guided multifactorial cellular genetic algorithm for evolutionary multitasking,” Arxiv preprint arxiv:2010.03917, 2020.
    [Bibtex] 
    @article{osaba2020mfcga,
title={AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking},
author={Osaba, Eneko and Del Ser, Javier and Martinez, Aritz D and Lobo, Jesus L and Herrera, Francisco},
journal={arXiv preprint arXiv:2010.03917},
year={2020}
}
  • M. Pinedo, Scheduling. schedulingSpringer Science+ Business Media. https://doi. org/10.1007/978-3-319-26580-3, 2016.
    [Bibtex] 
    @misc{pinedo2016scheduling,
title={Scheduling. Scheduling},
author={Pinedo, ML},
year={2016},
publisher={Springer Science+ Business Media. https://doi. org/10.1007/978-3-319-26580-3}
}
  • S. Gil-Lopez, J. Del Ser, A. Gonzalez, J. Garc{‘i}a, M. Vélez, and others, “Optimal phase swapping in low voltage distribution networks based on smart meter data and optimization heuristics,” , 2017.
    [Bibtex] 
    @article{gil2017optimal,
title={Optimal Phase Swapping in Low Voltage Distribution Networks based on Smart Meter Data and Optimization Heuristics},
author={Gil-Lopez, S and Del Ser, J and Gonzalez, A and Garc{\'\i}a, J and V{\'e}lez, M and others},
year={2017},
publisher={tecnalia}
}
  • W. Baik, J. Del Ser, K. Muhammad, T. Hussain, and others, “Intelligent embedded vision for summarization of multi-view videos in iiot,” , 2019.
    [Bibtex] 
    @article{baik2019intelligent,
title={Intelligent Embedded Vision for Summarization of Multi-View Videos in IIoT},
author={Baik, Wook and Del Ser, J and Muhammad, K and Hussain, T and others},
year={2019},
publisher={IEEE Xplore}
}
  • E. Osaba, J. S. J. Medina, E. I. Vlahogianni, X. Yang, A. D. Masegosa, J. P. Rastelli, and J. Del Ser, “Data-driven optimization for transportation logistics and smart mobility applications [guest editorial],” Ieee intelligent transportation systems magazine, vol. 12, iss. 4, p. 6–9, 2020.
    [Bibtex] 
    @article{osaba2020data,
title={Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]},
author={Osaba, Eneko and Medina, Javier J Sanchez and Vlahogianni, Eleni I and Yang, Xin-She and Masegosa, Antonio D and Rastelli, Joshue Perez and Del Ser, Javier},
journal={IEEE Intelligent Transportation Systems Magazine},
volume={12},
number={4},
pages={6--9},
year={2020},
publisher={IEEE}
}
  • A. Gaálvez, E. Osaba, A. Iglesias, J. Del Ser, and I. Fister, “Swarm intelligence for automatic color and contrast retrieval of digital images of paintings,” in 2020 international conference on cyberworlds (cw), 2020, p. 227–230.
    [Bibtex] 
    @inproceedings{gaalvez2020swarm,
title={Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings},
author={Ga{\'a}lvez, Akemi and Osaba, Eneko and Iglesias, Andre{\'e}s and Del Ser, Javier and Fister, Iztok},
booktitle={2020 International Conference on Cyberworlds (CW)},
pages={227--230},
year={2020},
organization={IEEE}
}
  • M. Nasir, A. Sadollah, E. Osaba, and J. Del Ser, “A novel metaheuristic approach for loss reduction and voltage profile improvement in power distribution networks based on simultaneous placement and sizing of distributed generators and shunt capacitor banks,” in International conference on intelligent data engineering and automated learning, 2020, p. 64–76.
    [Bibtex] 
    @inproceedings{nasir2020novel,
title={A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks},
author={Nasir, Mohammad and Sadollah, Ali and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={64--76},
year={2020},
organization={Springer, Cham}
}
  • E. Osaba, J. Del Ser, X. Jubeto, A. Iglesias, I. Fister Jr, A. Gálvez, and I. Fister, “Distributed coordination of heterogeneous robotic swarms using stochastic diffusion search,” in International conference on intelligent data engineering and automated learning, 2020, p. 79–91.
    [Bibtex] 
    @inproceedings{osaba2020distributed,
title={Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search},
author={Osaba, Eneko and Del Ser, Javier and Jubeto, Xabier and Iglesias, Andr{\'e}s and Fister Jr, Iztok and G{\'a}lvez, Akemi and Fister, Iztok},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={79--91},
year={2020},
organization={Springer, Cham}
}
  • P. Ortego, A. Diez-Olivan, J. Del Ser, and B. Sierra, “Data augmentation for industrial prognosis using generative adversarial networks,” in International conference on intelligent data engineering and automated learning, 2020, p. 113–122.
    [Bibtex] 
    @inproceedings{ortego2020data,
title={Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks},
author={Ortego, Patxi and Diez-Olivan, Alberto and Del Ser, Javier and Sierra, Basilio},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={113--122},
year={2020},
organization={Springer, Cham}
}
  • I. Mendia, S. Gil-Lopez, J. Del Ser, I. Grau, A. Lejarazu, E. Maqueda, and E. Perea, “An intelligent procedure for the methodology of energy consumption in industrial environments,” in International conference on intelligent data engineering and automated learning, 2020, p. 92–103.
    [Bibtex] 
    @inproceedings{mendia2020intelligent,
title={An Intelligent Procedure for the Methodology of Energy Consumption in Industrial Environments},
author={Mendia, Izaskun and Gil-Lopez, Sergio and Del Ser, Javier and Grau, I{\~n}aki and Lejarazu, Adelaida and Maqueda, Erik and Perea, Eugenio},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={92--103},
year={2020},
organization={Springer, Cham}
}
  • I. Fister, D. Fister, A. Iglesias, A. Galvez, E. Osaba, and J. Del Ser, “Visualization of numerical association rules by hill slopes,” in International conference on intelligent data engineering and automated learning, 2020, p. 101–111.
    [Bibtex] 
    @inproceedings{fister2020visualization,
title={Visualization of Numerical Association Rules by Hill Slopes},
author={Fister, Iztok and Fister, Du{\v{s}}an and Iglesias, Andres and Galvez, Akemi and Osaba, Eneko and Del Ser, Javier},
booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
pages={101--111},
year={2020},
organization={Springer, Cham}
}
  • J. D{‘i}az-de-Arcaya, R. Miñón, A. I. Torre-Bastida, J. Del Ser, and A. Almeida, “Padl: a language for the operationalization of distributed analytical pipelines over edge/fog computing environments,” in 2020 5th international conference on smart and sustainable technologies (splitech), 2020, p. 1–6.
    [Bibtex] 
    @inproceedings{diaz2020padl,
title={PADL: a Language for the Operationalization of Distributed Analytical Pipelines over Edge/Fog Computing Environments},
author={D{\'\i}az-de-Arcaya, Josu and Mi{\~n}{\'o}n, Ra{\'u}l and Torre-Bastida, Ana I and Del Ser, Javier and Almeida, Aitor},
booktitle={2020 5th International Conference on Smart and Sustainable Technologies (SpliTech)},
pages={1--6},
year={2020},
organization={IEEE}
}