Publications by the researcher in collaboration with Nicolás García-Pedrajas (12)

2022

  1. Nonlinear physics opens a new paradigm for accurate transcription start site prediction

    BMC Bioinformatics, Vol. 23, Núm. 1

2013

  1. Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections

    Progress in Artificial Intelligence, Vol. 2, Núm. 1, pp. 29-44

2012

  1. Linear projection methods: An experimental study for regression problems

    ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods

  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. Constructing ensembles of classifiers using supervised projection methods based on misclassified instances

    Expert Systems with Applications, Vol. 38, Núm. 1, pp. 343-359

  2. International Journal on Artificial Intelligence Tools: Guest Editorial

    International Journal on Artificial Intelligence Tools

2010

  1. Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts

    Artificial Intelligence, Vol. 174, Núm. 5-6, pp. 410-441

2008

  1. A tool for teaching LL and LR parsing algorithms

    Proceedings of the Conference on Integrating Technology into Computer Science Education, ITiCSE

  2. Constructing ensembles of classifiers using linear projections based on misclassified instances

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

  3. Teaching push-down automata and turing machines

    Proceedings of the Conference on Integrating Technology into Computer Science Education, ITiCSE

2007

  1. Nonlinear boosting projections for ensemble construction

    Journal of Machine Learning Research, Vol. 8, pp. 1-33