Cristina Perfecto

PhD, Professor

Cristina Perfecto received her B.Sc. and M.Sc. in Telecommunication Engineering by the University of the Basque Country (UPV/EHU) in 2000. She is currently an associate professor at the Department of Communications Engineering of this same University, where she teaches computer network architectures, protocols and the deployment and convergence of communications networks. Her current research interests lie on machine machine learning and data analytics including different fields such as metaheuristics and bio-inspired computation, both from a theoretical and applied point of view. She is currently working towards her Ph.D. focused on the application of multidisciplinary computational intelligence techniques in radio resource management for 5G.

CONTACT INFORMATION:

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PUBLICATIONS

  • 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}
}
  • 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 Innovations in intelligent systems and applications (inista), 2015 international symposium on, 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={Innovations in Intelligent SysTems and Applications (INISTA), 2015 International Symposium on},
pages={1--8},
year={2015},
organization={IEEE}
}
  • 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 International Publishing}
}
  • 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; proceedings of, 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; Proceedings of},
pages={1--6},
year={2016},
organization={VDE}
}
  • 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 International Publishing}
}
  • 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, p. 1–14, 2016.
    [Bibtex] 
    @article{perfecto2016simulation,
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},
pages={1--14},
year={2016},
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 Evolutionary computation (cec), 2016 ieee congress on, 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={Evolutionary Computation (CEC), 2016 IEEE Congress on},
pages={2233--2239},
year={2016},
organization={IEEE}
}
  • C. Perfecto, J. Del Ser, and M. Bennis, “Millimeter wave v2v communications: distributed association and beam alignment,” Arxiv preprint arxiv:1612.04217, 2016.
    [Bibtex] 
    @article{perfecto2016millimeter,
title={Millimeter Wave V2V Communications: Distributed Association and Beam Alignment},
author={Perfecto, Cristina and Del Ser, Javier and Bennis, Mehdi},
journal={arXiv preprint arXiv:1612.04217},
year={2016}
}
  • 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}
}
  • 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}
}
  • 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 Innovations in clouds, internet and networks (icin), 2017 20th conference on, 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={Innovations in Clouds, Internet and Networks (ICIN), 2017 20th Conference on},
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,” Arxiv preprint arxiv:1704.07553, 2017.
    [Bibtex] 
    @article{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},
journal={arXiv preprint arXiv:1704.07553},
year={2017}
}