Publications in collaboration with researchers from Universidad de Sevilla (34)

2020

  1. 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

  1. 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

  1. 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

  2. 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

  1. 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)

  2. 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

  1. A study of subgroup discovery approaches for defect prediction

    Information and Software Technology, Vol. 55, Núm. 10, pp. 1810-1822

  2. 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

  1. 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

  2. Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches

    Expert Systems with Applications, Vol. 39, Núm. 12, pp. 11094-11102

  3. Searching for rules to detect defective modules: A subgroup discovery approach

    Information Sciences, Vol. 191, pp. 14-30

2011

  1. 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

  1. 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)

  2. Knowledge Representation and Applied Decision Making (KREAM)

    ICCS 2010 - INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, PROCEEDINGS

2009

  1. Finding defective software modules by means of data mining techniques

    IEEE Latin America Transactions

  2. 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)

  3. Searching for rules to find defective modules in unbalanced data sets

    Proceedings - 1st International Symposium on Search Based Software Engineering, SSBSE 2009

2008

  1. Efficient Incremental-Ranked Feature Selection in Massive Data

    COMPUTATIONAL METHODS OF FEATURE SELECTION (CHAPMAN & HALL/CRC PRESS), pp. 147-166

  2. 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

  1. Efficient incremental-ranked feature selection in massive data

    Computational Methods of Feature Selection (CRC Press), pp. 147-166