Publicaciones en colaboración con investigadores/as de Universidad Autónoma de Chile (19)

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

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

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

  2. Synthetic emotions for empathic building

    Mathematics, Vol. 9, Núm. 7

2020

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

    Expert Systems with Applications, Vol. 157

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

    Neurocomputing, Vol. 381, pp. 252-260

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

    Applied Soft Computing Journal, Vol. 95

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

    Engineering Applications of Artificial Intelligence, Vol. 94

2019

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

    Energies, Vol. 12, Núm. 1

  2. Fuzzy cognitive modeling: Theoretical and practical considerations

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

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

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

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

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

2017

  1. Advances in fuzzy cognitive maps theory

    Neurocomputing

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

    Neurocomputing, Vol. 232, pp. 52-57

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

    Neurocomputing, Vol. 232, pp. 104-112

2016

  1. Dynamic optimization of fuzzy cognitive maps for time series forecasting

    Knowledge-Based Systems, Vol. 105, pp. 29-37

2015

  1. Fuzzy Cognitive Map-based selection of TRIZ (Theory of Inventive Problem Solving) trends for eco-innovation of ceramic industry products

    Journal of Cleaner Production, Vol. 107, pp. 202-214