Esther Villar-Rodriguez

PhD


CONTACT INFORMATION:

PUBLICATIONS

  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }
  • 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)}
    }
  • 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}
    }
  • 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}
    }
  • 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}
    }