Publications (96)

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. Synthetic emotions for empathic building

    Mathematics, Vol. 9, Núm. 7

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

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

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

    Engineering Applications of Artificial Intelligence, Vol. 94

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

    Applied Soft Computing Journal, Vol. 95

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

    Neurocomputing, Vol. 381, pp. 252-260

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

    Expert Systems with Applications, Vol. 157

2019

  1. Complexity in Forecasting and Predictive Models

    Complexity, Vol. 2019

  2. Fuzzy cognitive modeling: Theoretical and practical considerations

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

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

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

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

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

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

    Energies, Vol. 12, Núm. 1

2017

  1. Advances in fuzzy cognitive maps theory

    Neurocomputing

  2. Medical diagnosis of Rheumatoid Arthritis using data driven PSO–FCM with scarce datasets

    Neurocomputing, Vol. 232, pp. 104-112

  3. Learning FCMs with multi-local and balanced memetic algorithms for forecasting industrial drying processes

    Neurocomputing, Vol. 232, pp. 52-57

2016

  1. Analyzing cloud business services with choquet fuzzy integrals and support vector machines

    Smart Innovation, Systems and Technologies

  2. An autonomous FGCM-based system for surveillance assets coordination

    Journal of Grey System, Vol. 28, Núm. 1, pp. 27-35

  3. Action-Emotion Style, Learning Approach and Coping Strategies, in Undergraduate University Students

    Anales de psicología, Vol. 32, Núm. 2, pp. 457-465