ALBERTO
FERNÁNDEZ HILARIO
Investigador en el periodo 2013-2016
Publicaciones en las que colabora con ALBERTO FERNÁNDEZ HILARIO (30)
2019
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Evolutionary fuzzy systems for explainable artificial intelligence: Why, when, what for, and where to?
IEEE Computational Intelligence Magazine, Vol. 14, Núm. 1, pp. 69-81
2018
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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
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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
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
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Gamificación en procesos de autoentrenamiento y autoevaluación: experiencia en la asignatura de Arquitectura de Computadores
Enseñanza y aprendizaje de ingeniería de computadores: Revista de Experiencias Docentes en Ingeniería de Computadores, Núm. 6, pp. 55-65
2015
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Addressing overlapping in classification with imbalanced datasets: A first multi-objective approach for feature and instance selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges
Knowledge-Based Systems, Vol. 80, pp. 109-121
2014
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Big Data with Cloud Computing: An insight on the computing environment, MapReduce, and programming frameworks
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 4, Núm. 5, pp. 380-409
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Propuesta de una asignatura de Diseño de Servidores para la especialidad de Tecnologías de Información
Enseñanza y aprendizaje de ingeniería de computadores: Revista de Experiencias Docentes en Ingeniería de Computadores, Núm. 4, pp. 15-24
2013
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A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets
Knowledge-Based Systems, Vol. 38, pp. 85-104
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Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
Knowledge-Based Systems, Vol. 42, pp. 97-110
2012
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Cost sensitive and preprocessing for classification with imbalanced data-sets: Similar behaviour and potential hybridizations
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods
2011
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On the Usefulness of Fuzzy Rule Based Systems Based on Hierarchical Linguistic Fuzzy Partitions
Intelligent Systems Reference Library, Vol. 13, pp. 155-184
2010
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Analysing the hierarchical fuzzy rule based classification systems with genetic rule selection
2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2010
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Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets
Pattern Recognition Letters, Vol. 31, Núm. 15, pp. 2375-2388
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Multi-class imbalanced data-sets with linguistic fuzzy rule based classification systems based on pairwise learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets
Information Sciences, Vol. 180, Núm. 8, pp. 1268-1291
2009
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A preliminar analysis of CO2RBFN in imbalanced problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets
PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPEAN SOCIETY OF FUZZY LOGIC AND TECHNOLOGY CONFERENCE