Publications (27) Antonio Javier Tallon Ballesteros publications

2017

  1. 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)

  2. 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

  3. 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

  4. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Preface

    Frontiers in Artificial Intelligence and Applications

  6. Stochastic and non-stochastic feature selection

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Understanding matching data through their partial components

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  8. 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

  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. 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

  3. 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

  4. Mapa idiomático en inglés de los estudios universitarios en Informática de Andalucía

    Opción: Revista de Ciencias Humanas y Sociales, Núm. 10, pp. 882-895

  5. Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks

    Ocean Engineering, Vol. 117, pp. 292-301

  6. 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

  7. Message from the Chairs

    2016 11th International Conference on Digital Information Management, ICDIM 2016

  8. Plataforma de e-learning y mecanismos de comunicación interpersonal en Ingeniería Informática

    Aula virtual: contenidos y elementos (McGraw-Hill Interamericana de España), pp. 631-638