| 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 | 290 | 2021 |
| A systematic literature review of quantum computing for routing problems E Osaba, E Villar-Rodriguez, I Oregi IEEE Access 10, 55805-55817, 2022 | 56 | 2022 |
| 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 | 52 | 2021 |
| 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 | 52 | 2017 |
| 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 | 39 | 2021 |
| 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 | 26 | 2023 |
| 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 | 21 | 2016 |
| Edge intelligence secure frameworks: Current state and future challenges E Villar-Rodriguez, MA Pérez, AI Torre-Bastida, CR Senderos, ... Computers & Security 130, 103278, 2023 | 18 | 2023 |
| 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 | 17 | 2016 |
| 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 | 15 | 2016 |
| 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, ... | 14 | 2021 |
| 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 | 13 | 2022 |
| 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 | 13 | 2022 |
| 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 | 13 | 2015 |
| 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 | 12 | 2022 |
| 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 | 11 | 2022 |
| 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 | 11 | 2021 |
| 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 | 10 | 2020 |
| 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 | 10 | 2015 |
| Qoptlib: a quantum computing oriented benchmark for combinatorial optimization problems E Osaba, E Villar-Rodriguez Benchmarks and Hybrid Algorithms in Optimization and Applications, 49-63, 2023 | 9 | 2023 |