INGENIERIA ELECTRONICA DE SISTEMAS INFORMATICOS Y AUTOMATICA
Department


Universidad Pablo de Olavide
Sevilla, EspañaPublications in collaboration with researchers from Universidad Pablo de Olavide (8)
2023
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Statistical and Deep Machine Learning Techniques to Forecast Cryptocurrency Volatility
Lecture Notes in Networks and Systems
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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Understanding matching data through their partial components
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
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)