Publicaciones en las que colabora con Cristóbal José Carmona del Jesús (23)

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

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

2015

  1. A first approach in the class noise filtering approaches for fuzzy subgroup discovery

    Advances in Intelligent Systems and Computing

2014

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

    Neurocomputing, Vol. 126, pp. 15-28

  2. Applying subgroup discovery based on evolutionary fuzzy systems for web usage mining in e-commerce: A case study on OrOlivesur.com

    Advances in Intelligent Systems and Computing

  3. 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 on missing data imputation in evolutionary fuzzy systems of subgroup discovery

    IEEE International Conference on Fuzzy Systems

  2. 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

  3. An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery

    Expert Systems with Applications, Vol. 39, Núm. 13, pp. 11404-11412

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

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

  5. Subgroup discovery applied to the e-commerce website OrOliveSur.com

    ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems

  6. Web usage mining to improve the design of an e-commerce website: OrOliveSur.com

    Expert Systems with Applications, Vol. 39, Núm. 12, pp. 11243-11249

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)