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Esther Villar-Rodriguez
Esther Villar-Rodriguez
Quantum Technologies, 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
2702021
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
502017
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
482021
A systematic literature review of quantum computing for routing problems
E Osaba, E Villar-Rodriguez, I Oregi
IEEE Access 10, 55805-55817, 2022
462022
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
382021
Hybrid approach for solving real-world bin packing problem instances using quantum annealers
S V. Romero, E Osaba, E Villar-Rodriguez, I Oregi, Y Ban
Scientific Reports 13 (1), 11777, 2023
252023
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
212016
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
Hybrid quantum-classical heuristic for the bin packing problem
MG de Andoin, E Osaba, I Oregi, E Villar-Rodriguez, M Sanz
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
132022
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, J Del Ser, S Gil-Lopez
Intelligent Distributed Computing VIII, 211-221, 2015
132015
Edge intelligence secure frameworks: Current state and future challenges
E Villar-Rodriguez, MA Pérez, AI Torre-Bastida, CR Senderos, ...
Computers & Security 130, 103278, 2023
122023
A tutorial on the design, experimentation and application of metaheuristic algorithms to real-world optimization problems, Swarm Evol. Comput. 64 (2021) 100888
E Osaba, E Villar-Rodriguez, J Del Ser, AJ Nebro, D Molina, A LaTorre, ...
122021
Comparative benchmark of a quantum algorithm for the bin packing problem
MG De Andoin, I Oregi, E Villar-Rodriguez, E Osaba, M Sanz
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 930-937, 2022
112022
Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations
E Villar-Rodriguez, E Osaba, I Oregi
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 938-946, 2022
112022
An evaluation study of intrinsic motivation techniques applied to reinforcement learning over hard exploration environments
A Andres, E Villar-Rodriguez, J Del Ser
International Cross-Domain Conference for Machine Learning and Knowledge …, 2022
112022
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
102021
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
102015
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
92020
On interlinking linked data sources by using ontology matching techniques and the map-reduce framework
AI Torre-Bastida, E Villar-Rodriguez, J Del Ser, D Camacho, ...
Intelligent Data Engineering and Automated Learning–IDEAL 2014: 15th …, 2014
92014
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