ALBERTO
FERNÁNDEZ HILARIO
Investigador en el periodo 2013-2016
Humberto
Bustince Sola
Publicaciones en las que colabora con Humberto Bustince Sola (9)
2017
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NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Information Fusion, Vol. 36, pp. 26-51
2016
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Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC)
International Journal of Approximate Reasoning, Vol. 73, pp. 108-122
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New ordering-based pruning metrics for ensembles of classifiers in imbalanced datasets
Advances in Intelligent Systems and Computing
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Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets
Information Sciences, Vol. 354, pp. 178-196
2015
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Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between n-Dimensional Overlap Functions and Decomposition Strategies
IEEE Transactions on Fuzzy Systems, Vol. 23, Núm. 5, pp. 1562-1580
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Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection
Proceedings of the 2015 conference of the international fuzzy systems association and the european society for fuzzy logic and technology
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On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm
IEEE International Conference on Fuzzy Systems
2013
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Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers
Pattern Recognition, Vol. 46, Núm. 12, pp. 3412-3424
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IVTURS: A linguistic fuzzy rule-based classification system based on a new interval-valued fuzzy reasoning method with tuning and rule selection
IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 3, pp. 399-411