INFORMÁTICA
Departamento
Humberto
Bustince Sola
Publicaciones en las que colabora con Humberto Bustince Sola (22)
2024
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ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques
IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926
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Admissible OWA operators for fuzzy numbers
Fuzzy Sets and Systems, Vol. 480
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Generalized extended Bonferroni means for isomorphic membership grades
Fuzzy Sets and Systems, Vol. 488
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Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface
Pattern Recognition, Vol. 145
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Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods
IEEE Conference on Evolving and Adaptive Intelligent Systems
2023
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Bi-polar preference based weights allocation with incomplete fuzzy relations
Information Sciences, Vol. 621, pp. 308-318
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On the Stability of Fuzzy Classifiers to Noise Induction
IEEE International Conference on Fuzzy Systems
2021
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A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment
Computers and Industrial Engineering, Vol. 155
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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A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress
Information Fusion, Vol. 29, pp. 89-97
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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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A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
Knowledge-Based Systems, Vol. 81, pp. 76-97
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A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
Knowledge-Based Systems, Vol. 81, pp. 98-116
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A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
Information Sciences, Vol. 315, pp. 67-87
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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