Antonio D. Masegosa

Collaborator

Mr. Dr. Antonio D. Masegosa, took his B.E. degree in Computer Engineering in 2005 and his PhD in Computer
Sciences in 2010, both from the University of Granada, Spain. From June 2010 to November 2014 he was a post- doc researcher at the Research Center for ICT of the University of Granada. In 2014 he received an IKERBASQUE Research Fellowship to work at the Mobility Unit of the Deusto Institute of Technology, in Bilbao, Spain. He has published four books, eighteen JCR papers, and more than 20 papers in both international and national conferences. He has supervised one PhD thesis and one MSc Thesis, and he is currently co-supervising two PhD theses. He has been principal investigator in one research project and he has participated in a dozen of research projects at a regional, national and international level, among them TIMON (H2020). He is member of the program committee of international conferences as IEEE CEC, GECCO, ICCCI, ECAL, HM or NICSO. He has served as reviewer in international journals as Information Sciences, NeuroComputing, Optimization Letters, European Journal of Operational Research and Memetic Computing. His main research interests are the application of Artificial Intelligent techniques to Intelligent Transportation Systems, especially metaheuristics and fuzzy systems.

CONTACT INFORMATION:

PUBLICATIONS

  • [DOI] 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},
doi={10.1145/2739482.2764881},
pages={763--764},
year={2015},
organization={ACM}
}
  • 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}
}
  • [DOI] 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, 2016.
    [Bibtex] 
    @article{lopez2016hybrid,
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},
doi={10.1109/TITS.2015.2491365},
pages={557--569},
year={2016},
publisher={IEEE}
}
  • [DOI] 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},
doi={10.1016/j.trpro.2016.05.368},
year={2016},
publisher={Elsevier}
}
  • [DOI] 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},
doi={https://doi.org/10.1016/j.eswa.2016.02.034},
year={2016},
publisher={Pergamon}
}
  • [DOI] 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},
doi={10.1007/s00500-016-2114-1},
pages={5295--5308},
year={2017},
publisher={Springer Berlin Heidelberg}
}
  • [DOI] E. Osaba, P. Lopez-Garcia, 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 Lopez-Garcia, 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},
doi={10.1145/2908961.2931635},
year={2016},
organization={ACM}
}
  • [DOI] 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},
doi={10.1007/978-3-319-44636-3_27},
year={2016},
organization={Springer International Publishing}
}
  • [DOI] E. Osaba, R. Carballedo, F. Diaz, E. Onieva, A. 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{osaba2017good,
title={Good practice proposal for the implementation, presentation, and comparison of metaheuristics for solving routing problems},
author={Osaba, E and Carballedo, R and Diaz, F and Onieva, E and Masegosa, AD and Perallos, A},
journal={Neurocomputing},
volume={271},
doi={10.1016/j.neucom.2016.11.098},
pages={2--8},
year={2018},
publisher={Elsevier}
}
  • E. Osaba, P. Lopez-Garcia, E. Onieva, A. D. Masegosa, L. Serrano, and H. Landaluce, “Application of artificial intelligence techniques to traffic prediction and route planning: the vision of timon project,” in Its european conference, ITS Europe, 2017.
    [Bibtex] 
    @incollection{osaba2017applications,
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 D and Serrano, Leire and Landaluce, Hugo},
booktitle={ITS European Conference},
year={2017},
publisher={ITS Europe}
}
  • [DOI] 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},
doi={10.1007/978-3-319-64286-4_4},
publisher={Springer, Cham}
}