| Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI AB Arrieta, N Díaz-Rodríguez, J Del Ser, A Bennetot, S Tabik, A Barbado, ... Information fusion 58, 82-115, 2020 | 8619 | 2020 |
| Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0 A Diez-Olivan, J Del Ser, D Galar, B Sierra Information Fusion 50, 92-111, 2019 | 735 | 2019 |
| Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence S Ali, T Abuhmed, S El-Sappagh, K Muhammad, JM Alonso-Moral, ... Information fusion 99, 101805, 2023 | 655 | 2023 |
| Bio-inspired computation: Where we stand and what's next J Del Ser, E Osaba, D Molina, XS Yang, S Salcedo-Sanz, D Camacho, ... Swarm and Evolutionary Computation 48, 220-250, 2019 | 597 | 2019 |
| Deep learning for safe autonomous driving: Current challenges and future directions K Muhammad, A Ullah, J Lloret, J Del Ser, VHC de Albuquerque IEEE Transactions on Intelligent Transportation Systems 22 (7), 4316-4336, 2020 | 500 | 2020 |
| A survey on applications of the harmony search algorithm D Manjarres, I Landa-Torres, S Gil-Lopez, J Del Ser, MN Bilbao, ... Engineering Applications of Artificial Intelligence 26 (8), 1818-1831, 2013 | 457 | 2013 |
| A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities S González, S García, J Del Ser, L Rokach, F Herrera Information Fusion 64, 205-237, 2020 | 416 | 2020 |
| Road traffic forecasting: Recent advances and new challenges I Lana, J Del Ser, M Velez, EI Vlahogianni IEEE Intelligent Transportation Systems Magazine 10 (2), 93-109, 2018 | 416 | 2018 |
| Deep learning for multigrade brain tumor classification in smart healthcare systems: A prospective survey K Muhammad, S Khan, J Del Ser, VHC De Albuquerque IEEE Transactions on Neural Networks and Learning Systems 32 (2), 507-522, 2020 | 357 | 2020 |
| Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation N Díaz-Rodríguez, J Del Ser, M Coeckelbergh, ML de Prado, ... Information Fusion 99, 101896, 2023 | 312 | 2023 |
| Spiking neural networks and online learning: An overview and perspectives JL Lobo, J Del Ser, A Bifet, N Kasabov Neural Networks 121, 88-100, 2020 | 302 | 2020 |
| A critical review of robustness in power grids using complex networks concepts L Cuadra, S Salcedo-Sanz, J Del Ser, S Jiménez-Fernández, ZW Geem Energies 8 (9), 9211-9265, 2015 | 302 | 2015 |
| 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 | 270 | 2021 |
| jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics A Benitez-Hidalgo, AJ Nebro, J Garcia-Nieto, I Oregi, J Del Ser Swarm and Evolutionary Computation 51 (100598), 2019 | 249 | 2019 |
| The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems JAPF S Salcedo-Sanz, J Del Ser, I Landa-Torres, S Gil-López The Scientific World Journal, 2014 | 248 | 2014 |
| Comprehensive taxonomies of nature-and bio-inspired optimization: Inspiration versus algorithmic behavior, critical analysis recommendations D Molina, J Poyatos, JD Ser, S García, A Hussain, F Herrera Cognitive Computation 12, 897-939, 2020 | 227 | 2020 |
| Explainable Artificial Intelligence (XAI) on Time Series Data: A Survey T Rojat, R Puget, D Filliat, J Del Ser, R Gelin, N Díaz-Rodríguez arXiv preprint arXiv:2104.00950, 2021 | 218 | 2021 |
| Activity recognition using temporal optical flow convolutional features and multilayer LSTM A Ullah, K Muhammad, J Del Ser, SW Baik, VHC de Albuquerque IEEE Transactions on Industrial Electronics 66 (12), 9692-9702, 2018 | 200 | 2018 |
| Millimeter-wave V2V communications: Distributed association and beam alignment C Perfecto, J Del Ser, M Bennis IEEE Journal on Selected Areas in Communications 35 (9), 2148-2162, 2017 | 193 | 2017 |
| Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence A Holzinger, M Dehmer, F Emmert-Streib, R Cucchiara, I Augenstein, ... Information Fusion 79, 263-278, 2022 | 189 | 2022 |
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