Publications by the researcher in collaboration with María Amparo Alonso Betanzos (8)

2024

  1. Preface

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

2013

  1. Experiencia de adaptación y plan de mejora de la materia de Sistemas Inteligentes en la titulación de Grado en Ingeniería Informática

    Actas de las XIX Jornadas de la Enseñanza Universitaria de la Informática: JENUI 2013 : Castellón, del 10 al 12 de julio de 2013

2011

  1. A robust incremental learning method for non-stationary environments

    Neurocomputing, Vol. 74, Núm. 11, pp. 1800-1808

2010

  1. A new convex objective function for the supervised learning of single-layer neural networks

    Pattern Recognition, Vol. 43, Núm. 5, pp. 1984-1992

  2. Fault prognosis of mechanical components using on-line learning neural networks

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

2008

  1. A regularized learning method for neural networks based on sensitivity analysis

    ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

2007

  1. An improved version of the wrapper feature selection method based on functional decomposition

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

  2. Classification of computer intrusions using functional networks. A comparative study

    ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks