Publicaciones en colaboración con investigadores/as de Universidad de Granada (20)

2021

  1. A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams

    Expert Systems with Applications, Vol. 183

2018

  1. A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy

    Knowledge-Based Systems, Vol. 139, pp. 89-100

  2. Atipicidad: medida de calidad clave dentro del descubrimiento de reglas descriptivas supervisadas

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  3. Pareto based ensemble with feature and instance selection for learning from multi-class imbalanced datasets

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. A pareto-based ensemble with feature and instance selection for learning from multi-class imbalanced datasets

    International Journal of Neural Systems, Vol. 27, Núm. 6

2016

  1. A View on Fuzzy Systems for Big Data: Progress and Opportunities

    International Journal of Computational Intelligence Systems, Vol. 9, pp. 69-80

  2. Subgroup discovery with evolutionary fuzzy systems in r: The SDEFSR package

    R Journal, Vol. 8, Núm. 2, pp. 307-323

  3. The influence of noise on the evolutionary fuzzy systems for subgroup discovery

    Soft Computing, Vol. 20, Núm. 11, pp. 4313-4330

2014

  1. Addressing imbalanced classification with instance generation techniques: IPADE-ID

    Neurocomputing, Vol. 126, pp. 15-28

  2. Overview on evolutionary subgroup discovery: Analysis of the suitability and potential of the search performed by evolutionary algorithms

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 4, Núm. 2, pp. 87-103

2012

  1. A preliminary study onselecting the optimal cut points in discretization by evolutionary algorithms

    ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods

  2. Evolutionary-based selection of generalized instances for imbalanced classification

    Knowledge-Based Systems, Vol. 25, Núm. 1, pp. 3-12

2011

  1. An overview on subgroup discovery: Foundations and applications

    Knowledge and Information Systems, Vol. 29, Núm. 3, pp. 495-525

  2. Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD

    IEEE SSCI 2011: Symposium Series on Computational Intelligence - GEFS 2011: 2011 IEEE 5th International Workshop on Genetic and Evolutionary Fuzzy Systems

  3. Evolutionary selection of hyperrectangles in nested generalized exemplar learning

    Applied Soft Computing Journal, Vol. 11, Núm. 3, pp. 3032-3045

2010

  1. A preliminary study on the selection of generalized instances for imbalanced classification

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

  2. NMEEF-SD: Non-dominated multiobjective evolutionary algorithm for extracting fuzzy rules in subgroup discovery

    IEEE Transactions on Fuzzy Systems, Vol. 18, Núm. 5, pp. 958-970

  3. Preselection of neurostimulation waveforms for visual prostheses using genetic algorithms

    BIODEVICES 2010 - 3rd International Conference on Biomedical Electronics and Devices, Proceedings

2009

  1. An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery

    IEEE International Conference on Fuzzy Systems

  2. Non-dominated multi-objective evolutionary algorithm based on fuzzy rules extraction for subgroup discovery

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