Publications by the researcher in collaboration with José Antonio Gámez Martín (17)

2019

  1. A Metahierarchical Rule Decision System to Design Robust Fuzzy Classifiers Based on Data Complexity

    IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 4, pp. 701-715

2017

  1. Guest Editorial: Recent Trends in Intelligent Systems

    International Journal of Intelligent Systems

  2. Volume, variety and velocity in Data Science

    Knowledge-Based Systems

2011

  1. The impact of soft computing for the progress of artificial intelligence

    Applied Soft Computing Journal

2008

  1. Use of explanation trees to describe the state space of a probabilistic-based abduction problem

    Studies in Computational Intelligence, Vol. 156, pp. 251-280

2006

  1. The independency tree model: A new approach for clustering and factorisation

    Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006

2005

  1. Abductive inference in Bayesian networks: Finding a partition of the explanation space

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

2003

  1. Partial abductive inference in Bayesian networks by using probability trees

    ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems

2002

  1. Ant colony optimization for learning Bayesian networks

    International Journal of Approximate Reasoning, Vol. 31, Núm. 3, pp. 291-311

  2. Learning Bayesian networks by Ant Colony Optimisation: searching in two different spaces

    Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, Vol. 9, Núm. 3, pp. 251-268

  3. Partial abductive inference in Bayesian belief networks - An evolutionary computation approach by using problem-specific genetic operators

    IEEE Transactions on Evolutionary Computation, Vol. 6, Núm. 2, pp. 105-131

2001

  1. Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption

    International Journal of Approximate Reasoning, Vol. 27, Núm. 2, pp. 121-142

  2. Partial abductive inference in Bayesian belief networks by simulated annealing

    International Journal of Approximate Reasoning, Vol. 27, Núm. 3, pp. 263-283

  3. Simplifying explanations in Bayesian belief networks

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 9, Núm. 4, pp. 461-489

1999

  1. Partial abductive inference in Bayesian belief networks using a genetic algorithm

    Pattern Recognition Letters, Vol. 20, Núm. 11-13, pp. 1211-1217

1998

  1. Inferencia abductiva en redes causales

    Inferencia abductiva en redes causales

1997

  1. Un método exacto para realizar abducción parcial en redes Bayesianas

    CAEPIA'97: actas