Antonio Javier
Tallon Ballesteros
Researcher in the period 2015-2016
Universidad de Sevilla
Sevilla, EspañaPublications in collaboration with researchers from Universidad de Sevilla (24)
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
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)
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Medium and high-dimensionality attribute selection in Bayes-type classifiers
2017 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, IWOBI 2017 - Proceedings
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Neural networks based on radial basis function in high dimension domains
SYMCOMP 2017 - 3rd International Conference on Numerical and Symbolic Computation: Developments and Applications, Proceedings
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Preface
Frontiers in Artificial Intelligence and Applications
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Stochastic and non-stochastic feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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)
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Visual tools to lecture data analytics and engineering
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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Contemporary training methodologies based on evolutionary artificial neural networks with product and sigmoid neurons for classification
AI Communications, Vol. 29, Núm. 3, pp. 469-471
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La enseñanza virtual en la docencia de fundamentos de programación
CUICIID 2016: congreso Universitario Internacional sobre la comunicación en la profesión y en la Universidad de hoy. Contenidos, investigación, innovación y docencia
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Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks
Ocean Engineering, Vol. 117, pp. 292-301
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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
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Message from the Chairs
2016 11th International Conference on Digital Information Management, ICDIM 2016
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Preface
Frontiers in Artificial Intelligence and Applications