Roberto
Ruiz Sánchez
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Universidad de Sevilla
Sevilla, EspañaPublicacións en colaboración con investigadores/as de Universidad de Sevilla (34)
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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Predicción de módulos defectuosos como un problema de optimización multiobjetivo
Actas de las 22nd Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2017
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Predicción de módulos defectuosos como un problema de optimización multiobjetivo
Actas de las 22nd Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2017
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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A study of subgroup discovery approaches for defect prediction
Information and Software Technology, Vol. 55, Núm. 10, pp. 1810-1822
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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
2012
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Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection
Applied Soft Computing Journal, Vol. 12, Núm. 6, pp. 1787-1800
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Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches
Expert Systems with Applications, Vol. 39, Núm. 12, pp. 11094-11102
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Searching for rules to detect defective modules: A subgroup discovery approach
Information Sciences, Vol. 191, pp. 14-30
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)
2010
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Evolutionary q-gaussian radial basis functions for improving prediction accuracy of gene classification using feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Knowledge Representation and Applied Decision Making (KREAM)
ICCS 2010 - INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, PROCEEDINGS
2009
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Finding defective software modules by means of data mining techniques
IEEE Latin America Transactions
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Preface for the joint workshop on tools for program development and analysis in computational science and software engineering for large-scale computing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Searching for rules to find defective modules in unbalanced data sets
Proceedings - 1st International Symposium on Search Based Software Engineering, SSBSE 2009
2008
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Efficient Incremental-Ranked Feature Selection in Massive Data
COMPUTATIONAL METHODS OF FEATURE SELECTION (CHAPMAN & HALL/CRC PRESS), pp. 147-166
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Finding defective modules from highly unbalanced datasets
ADIS 2008 - Apoyo a la Decision en Ingenieria del Software, Evento Realizado en el Marco de las 13th Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2008
2007
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Efficient incremental-ranked feature selection in massive data
Computational Methods of Feature Selection (CRC Press), pp. 147-166