Publications by the researcher in collaboration with CÉSAR IGNACIO GARCÍA OSORIO (21)

2025

  1. SSLearn: A Semi-Supervised Learning library for Python

    SoftwareX, Vol. 29

  2. jlgarridol/sslearn: 1.1.0

    Zenodo

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

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)

2009

  1. Disturbing neighbors diversity for decision forests

    Studies in Computational Intelligence

  2. Disturbing neighbors ensembles for linear SVM

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

2008

  1. BURGLAM: una herramienta interactiva para el estudio de los algoritmos de análisis sintácticos ascendente y descendente

    XIV Jornadas de Enseñanza Universitaria de la Informática: JENUI 2008. Granada del 9 al 11 de julio 2008

  2. Cascading with VDM and binary decision trees for nominal data

    Studies in Computational Intelligence

  3. License plate number recognition: New heuristics and a comparative study of classifiers

    ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics

2007

  1. Adding interactivity to Andrews curves and extensions

    Proceedings of the 7th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2007

  2. Cascading for nominal data

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

2004

  1. Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps

    ESANN 2004 Proceedings - 12th European Symposium on Artificial Neural Networks