Publications (14) JESUS MANUEL MAUDES RAEDO publications

2024

  1. Disturbing neighbors en un contexto semisupervisado

    XX Conferencia de la Asociación Española para la Inteligencia Artificial

  2. Ensemble methods and semi-supervised learning for information fusion: A review and future research directions

    Information Fusion, Vol. 107

2013

  1. Improvements in modelling of complex manufacturing processes using classification techniques

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

2012

  1. Disturbing neighbors ensembles of trees for imbalanced data

    Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012

  2. Random feature weights for decision tree ensemble construction

    Information Fusion, Vol. 13, Núm. 1, pp. 20-30

  3. Supervised subspace projections for constructing ensembles of classifiers

    Information Sciences, Vol. 193, pp. 1-21

2011

  1. Random projections for linear SVM ensembles

    Applied Intelligence

2010

  1. An empirical study of multilayer perceptron ensembles for regression tasks

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

  2. An experimental study on ensembles of functional trees

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

  3. Forests of nested dichotomies

    Pattern Recognition Letters, Vol. 31, Núm. 2, pp. 125-132

  4. Random projections for SVM ensembles

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

2006

  1. Comparativa de métodos de construcción de bosques en tareas de clasificación de proteínas

    Fifth International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS'06): October 19-20, 2006, E. U. Informática - Segovia (Spain), U. of Valladolid : proceedings

  2. Rotation-based Ensembles of RBF Networks

    ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks

2004

  1. Diversity of Classifiers in Rotation-based Ensembles

    3rd International workshop on practical applications of agents and multiagent systems: IWPAAMS 2004