CRISTÓBAL JOSÉ
CARMONA DEL JESÚS
TITULAR DE UNIVERSIDAD
Francisco
Herrera Triguero
Publications by the researcher in collaboration with Francisco Herrera Triguero (16)
2018
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A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy
Knowledge-Based Systems, Vol. 139, pp. 89-100
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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
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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
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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
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A View on Fuzzy Systems for Big Data: Progress and Opportunities
International Journal of Computational Intelligence Systems, Vol. 9, pp. 69-80
2014
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Addressing imbalanced classification with instance generation techniques: IPADE-ID
Neurocomputing, Vol. 126, pp. 15-28
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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
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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
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Evolutionary-based selection of generalized instances for imbalanced classification
Knowledge-Based Systems, Vol. 25, Núm. 1, pp. 3-12
2011
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An overview on subgroup discovery: Foundations and applications
Knowledge and Information Systems, Vol. 29, Núm. 3, pp. 495-525
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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
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Evolutionary selection of hyperrectangles in nested generalized exemplar learning
Applied Soft Computing Journal, Vol. 11, Núm. 3, pp. 3032-3045
2010
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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)
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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
2009
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An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery
IEEE International Conference on Fuzzy Systems
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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)