SOFT COMPUTING Y SISTEMAS DE INFORMACIÓN INTELIGENTES
SCI2S
Universidad de Oviedo
Oviedo, EspañaPublicaciones en colaboración con investigadores/as de Universidad de Oviedo (29)
2024
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Modeling the opinion dynamics of superstars in the film industry
Expert Systems with Applications, Vol. 250
2020
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270
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Embracing multimodal optimization to enhance Dynamic Energy Budget parameterization
Ecological Modelling, Vol. 431
2018
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A recommender system based on implicit feedback for selective dissemination of ebooks
Information Sciences, Vol. 467, pp. 87-98
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Adaptive contents for interactive TV guided by machine learning based on predictive sentiment analysis of data
Soft Computing, Vol. 22, Núm. 8, pp. 2731-2752
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017
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KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining
International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 1238-1249
2014
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Cost-Sensitive Learning of Fuzzy Rules for Imbalanced Classification Problems Using FURIA
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 22, Núm. 5, pp. 643-675
2013
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A genetic fuzzy linguistic combination method for fuzzy rule-based multiclassifiers
IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 5, pp. 950-965
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Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?
Knowledge-Based Systems, Vol. 54, pp. 3-21
2012
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Mining fuzzy association rules from low-quality data
Soft Computing, Vol. 16, Núm. 5, pp. 883-901
2011
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KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
Journal of Multiple-Valued Logic and Soft Computing, Vol. 17, Núm. 2-3, pp. 255-287
2010
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Introducing a genetic fuzzy linguistic combination method for bagging fuzzy rule-based multiclassification systems
2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2010
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Introduction to the experimental design in the data mining tool KEEL
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies (IGI Global), pp. 1-25
2009
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Genetic learning of fuzzy rules based on low quality data
Fuzzy Sets and Systems, Vol. 160, Núm. 17, pp. 2524-2552
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KEEL: A software tool to assess evolutionary algorithms for data mining problems
Soft Computing, Vol. 13, Núm. 3, pp. 307-318
2008
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A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers
2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems, GEFS
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KEEL: A data mining software tool integrating genetic fuzzy systems
2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems, GEFS
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On the use of bagging, mutual information-based feature selection and multicriteria genetic algorithms to design fuzzy rule-based classification ensembles
Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008
2007
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Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
International Journal of Approximate Reasoning, Vol. 44, Núm. 1, pp. 45-64