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Esther Villar-Rodriguez
Esther Villar-Rodriguez
OPTIMA Unit. TECNALIA
Verified email at tecnalia.com
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Cited by
Year
A tutorial on the design, experimentation and application of metaheuristic algorithms to real-world optimization problems
E Osaba, E Villar-Rodriguez, J Del Ser, AJ Nebro, D Molina, A LaTorre, ...
Swarm and Evolutionary Computation 64, 100888, 2021
702021
Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis
E Villar-Rodriguez, J Del Ser, I Oregi, MN Bilbao, S Gil-Lopez
Energy 137, 118-128, 2017
302017
Community detection in graphs based on surprise maximization using firefly heuristics
J Del Ser, JL Lobo, E Villar-Rodriguez, MN Bilbao, C Perfecto
2016 IEEE congress on evolutionary computation (CEC), 2233-2239, 2016
202016
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges
AD Martinez, J Del Ser, E Villar-Rodriguez, E Osaba, J Poyatos, S Tabik, ...
Information Fusion 67, 161-194, 2021
182021
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines
E Villar‐Rodríguez, J Del Ser, AI Torre‐Bastida, MN Bilbao, ...
Concurrency and Computation: Practice and Experience 28 (4), 1385-1395, 2016
172016
A feature selection method for author identification in interactive communications based on supervised learning and language typicality
E Villar-Rodriguez, J Del Ser, MN Bilbao, S Salcedo-Sanz
Engineering Applications of Artificial Intelligence 56, 175-184, 2016
152016
Semantic information fusion of linked open data and social big data for the creation of an extended corporate CRM database
AI Torre-Bastida, E Villar-Rodriguez, JD Ser, S Gil-Lopez
Intelligent Distributed Computing VIII, 211-221, 2015
132015
Hybrid Quantum Computing-Tabu Search Algorithm for Partitioning Problems: Preliminary Study on the Traveling Salesman Problem
E Osaba, E Villar-Rodriguez, I Oregi, A Moreno-Fernandez-de-Leceta
2021 IEEE Congress on Evolutionary Computation (CEC), 351-358, 2021
122021
Datos abiertos enlazados (LOD) y su implantación en bibliotecas: iniciativas y tecnologías
AI Torre-Bastida, M González-Rodríguez, E Villar-Rodríguez
Profesional de la información 24 (2), 113-120, 2015
92015
On interlinking linked data sources by using ontology matching techniques and the map-reduce framework
AI Torre-Bastida, E Villar-Rodriguez, JD Ser, D Camacho, ...
International Conference on Intelligent Data Engineering and Automated …, 2014
92014
Focusing on the hybrid quantum computing-Tabu search algorithm: new results on the Asymmetric Salesman Problem
E Osaba, E Villar-Rodriguez, I Oregi, A Moreno-Fernandez-de-Leceta
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
72021
A coevolutionary variable neighborhood search algorithm for discrete multitasking (covns): Application to community detection over graphs
E Osabay, E Villar-Rodriguezy, J Del Seryz
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 768-774, 2020
62020
Design and implementation of an extended corporate CRM database system with big data analytical functionalities
AI Torre-Bastida, E Villar-Rodriguez, S Gil-Lopez, J Del Ser
GRAZ UNIV TECHNOLGOY, INST INFORMATION SYSTEMS COMPUTER MEDIA-IICM …, 2015
62015
On a machine learning approach for the detection of impersonation attacks in social networks
E Villar-Rodriguez, JD Ser, S Salcedo-Sanz
Intelligent Distributed Computing VIII, 259-268, 2015
62015
On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics
JL Lobo, J Del Ser, E Villar-Rodriguez, MN Bilbao, S Salcedo-Sanz
International Conference on Harmony Search Algorithm, 67-77, 2017
52017
Collaborative exploration and reinforcement learning between heterogeneously skilled agents in environments with sparse rewards
A Andres, E Villar-Rodriguez, AD Martinez, J Del Ser
2021 International Joint Conference on Neural Networks (IJCNN), 1-10, 2021
42021
Intelligent SPARQL endpoints: Optimizing execution performance by automatic query relaxation and queue scheduling
AI Torre-Bastida, E Villar-Rodriguez, MN Bilbao, JD Ser
International Conference on Algorithms and Architectures for Parallel …, 2016
42016
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems
E Villar-Rodriguez, A Gonzalez-Pardo, J Del Ser, MN Bilbao, ...
2016 IEEE Congress on Evolutionary Computation (CEC), 3139-3145, 2016
42016
Linked open data (LOD) and its implementation in libraries: Initiatives and technologies
AI Torre-Bastida, M Gonzalez-Rodriguez, E Villar-Rodriguez
32015
Hybrid Quantum-Classical Heuristic for the Bin Packing Problem
MG de Andoin, E Osaba, I Oregi, E Villar-Rodriguez, M Sanz
arXiv preprint arXiv:2204.05637, 2022
22022
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