Publicaciones en colaboración con investigadores/as de University of Ulster (64)

2025

  1. New trends of adversarial machine learning for data fusion and intelligent system

    Information Fusion

2024

  1. A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information

    Expert Systems with Applications, Vol. 237

  2. An extended multi-expert concept lattice-based heterogeneous multi-attribute group decision-making approach

    Information Sciences, Vol. 665

2023

  1. Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction

    International Journal of Machine Learning and Cybernetics, Vol. 14, Núm. 1, pp. 63-78

2022

  1. Editorial: New trends on machine learning applied to information processing under uncertainty

    International Journal of Machine Learning and Cybernetics

  2. Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function

    International Journal of Machine Learning and Cybernetics, Vol. 13, Núm. 3, pp. 811-837

  3. Highly explainable cumulative belief rule-based system with effective rule-base modeling and inference scheme

    Knowledge-Based Systems, Vol. 240

2021

  1. A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 51, Núm. 1, pp. 420-440

  2. Improving Micro-Extended Belief Rule-Based System Using Activation Factor for Classification Problems

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

  3. Online updating extended belief rule-based system for sensor-based activity recognition

    Expert Systems with Applications, Vol. 186

2019

  1. New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis

    Knowledge and Information Systems, Vol. 60, Núm. 2, pp. 837-878

2018

  1. A joint optimization method on parameter and structure for belief-rule-based systems

    Knowledge-Based Systems, Vol. 142, pp. 220-240

  2. Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems

    Applied Soft Computing Journal, Vol. 72, pp. 261-272

  3. The experience of developing the UJAmI Smart Lab

    IEEE Access, Vol. 6, pp. 34631-34642

2017

  1. Fuzzy fog computing: A linguistic approach for knowledge inference in wearable devices

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

  2. Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

    Microprocessors and Microsystems, Vol. 52, pp. 381-390

2016

  1. A web system for managing and monitoring smart environments

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

  2. Activity recognition using dynamic instance activation

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

  3. New trends of information fusion in decision making

    Information Fusion

  4. Recognition of activities in resource constrained environments; reducing the computational complexity

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