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Salmerón Silvera, José Luis
Quantitative Methods
PhD: Universidad de Almería y Universidad de Huelva
Biography
Prof. Jose L. Salmeron, ACM Senior Life Member is a Full Professor of Computer Science and Artificial Intelligence in the Department of Quantitative Methods at CUNEF Universidad. He holds four six-year research periods, has supervised five doctoral theses, and has published over 150 scientific articles in journals such as IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, Neurocomputing, among others. He is the principal investigator of international research projects. Since 2016, he has served as VP of the International Association of Grey Systems and Uncertain Analysis, based in China. He has been included in Stanford's list of the world's top 2% scientists since 2020.
Education
PhD in Computer Science, Universidad de Almería (2014) and PhD in Management Information Systems, Universidad de Huelva (2000)
Master in Computer Science, Universitat Oberta de Catalunya (2006) and Bachelor and Master in Business Administration, Universidad de Huelva (1994)
Research Interests
eXplainable Artificial Intelligence, Distributed Artificial Intelligence, Federated Learning, Reservoir Computing, Quantum Computing.
Professional Career
Principal Data Scientist at Capgemini Engineering (Hybrid Intelligence division) from 2019 to 2025
Lead Data Scientist, New Digital Business BBVA, 2018-2019
VicePresident of the International Association of Grey Systems and Uncertain Analysis from 2016
Most relevant publications
Napoles, G.; Salmeron, J.L.; Salgueiro, Y.: "Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps", Neurocomputing, 650, Art. 130864, 2025.
Salmerón, José Luis; Arévalo, Irina: "Concurrent Vertical and Horizontal Federated Learning with Fuzzy Cognitive Maps", Future Generation Computer Systems, 162, Art. 107482, 2025.
Arévalo, Irina; Salmerón, José Luis: "A chaotic maps-based privacy-preserving distributed deep learning for incomplete and Non-IID datasets", IEEE Transactions on Emerging Topics in Computing, 12(1), 357-367, 2024.
Nápoles, Gonzalo; Salmerón, Jose Luis; Vanhoof, Koen: "Construction and Supervised Learning of Long-Term Grey Cognitive Networks", IEEE Transactions on Cybernetics, 51(2), 686-695, 2021.
Salmerón, Jose Luis; Palos Pedro: "Uncertainty propagation in Fuzzy Grey Cognitive Maps with Hebbian-like learning algorithms", IEEE Transactions on Cybernetics, 49(1), 211-220, 2019.
Otros profesores
