Publicaciones (107) Publicaciones de Jose Luis Salmeron Silvera

2025

  1. Concurrent vertical and horizontal federated learning with fuzzy cognitive maps

    Future Generation Computer Systems, Vol. 162

2024

  1. A Chaotic Maps-Based Privacy-Preserving Distributed Deep Learning for Incomplete and Non-IID Datasets

    IEEE Transactions on Emerging Topics in Computing, Vol. 12, Núm. 1, pp. 357-367

  2. Blind Federated Learning without initial model

    Journal of Big Data, Vol. 11, Núm. 1

  3. Privacy-preserving distributed learning with chaotic maps

    IEEE Conference on Evolving and Adaptive Intelligent Systems

2023

  1. Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical data

    Heliyon, Vol. 9, Núm. 6

  2. Variational Quantum Circuit Topology Grid Search for Hypocalcemia Following Thyroid Surgery

    Mathematics, Vol. 11, Núm. 17

2022

  1. Quantum-Inspired Interpertable AI-Empowered Decision Support System for Detection of Early-Stage Rheumatoid Arthritis in Primary Care Using Scarce Dataset

    Mathematics, Vol. 10, Núm. 3

2021

  1. Application of artificial intelligence in community-based primary health care: Systematic scoping review and critical appraisal

    Journal of Medical Internet Research, Vol. 23, Núm. 9

  2. Construction and Supervised Learning of Long-Term Grey Cognitive Networks

    IEEE Transactions on Cybernetics, Vol. 51, Núm. 2, pp. 686-695

  3. Synthetic emotions for empathic building

    Mathematics, Vol. 9, Núm. 7

2020

  1. A Privacy-Preserving, Distributed and Cooperative FCM-Based Learning Approach for Cancer Research

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. An ACS-based memetic algorithm for the heterogeneous vehicle routing problem with time windows

    Expert Systems with Applications, Vol. 157

  3. LRP-Based path relevances for global explanation of deep architectures

    Neurocomputing, Vol. 381, pp. 252-260

  4. Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting

    Applied Soft Computing Journal, Vol. 95

  5. The heterogeneous vehicle routing problem with time windows and a limited number of resources

    Engineering Applications of Artificial Intelligence, Vol. 94

2019

  1. Complexity in Forecasting and Predictive Models

    Complexity, Vol. 2019

  2. Elliot and symmetric elliot extreme learning machines for Gaussian noisy industrial thermal modelling

    Energies, Vol. 12, Núm. 1

  3. Fuzzy cognitive modeling: Theoretical and practical considerations

    Smart Innovation, Systems and Technologies (Springer Science and Business Media Deutschland GmbH), pp. 77-87

  4. Learning Fuzzy Cognitive Maps with modified asexual reproduction optimisation algorithm

    Knowledge-Based Systems, Vol. 163, pp. 723-735

  5. Uncertainty propagation in fuzzy grey cognitive maps with hebbian-like learning algorithms

    IEEE Transactions on Cybernetics, Vol. 49, Núm. 1, pp. 211-220