Antonio Javier
Tallon Ballesteros
Researcher in the period 2015-2016
Publications by the researcher in collaboration with José Cristóbal Riquelme Santos (8)
2020
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Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning
Pattern Analysis and Applications, Vol. 23, Núm. 1, pp. 467-491
2019
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Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
Neurocomputing, Vol. 353, pp. 28-44
2017
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Low dimensionality or same subsets as a result of feature selection: An in-depth roadmap
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
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Accuracy increase on evolving product unit neural networks via feature subset selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks
Connection Science, Vol. 28, Núm. 3, pp. 242-257
2015
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Data cleansing meets feature selection: A supervised machine learning approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013
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Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems
Neurocomputing, Vol. 114, pp. 107-117
2011
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Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)