Publicaciones en colaboración con investigadores/as de Universidad Rey Juan Carlos (7)

2011

  1. Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift

    Neurocomputing, Vol. 74, Núm. 16, pp. 2614-2623

2009

  1. Cost-sensitive and modular land-cover classification based on posterior probability estimates

    International Journal of Remote Sensing, Vol. 30, Núm. 22, pp. 5877-5899

  2. Cost-sensitive learning based on bregman divergences

    Machine Learning

  3. Improving classification under changes in class and within-class distributions

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

2007

  1. Minimax regret classifier for imprecise class distributions

    Journal of Machine Learning Research, Vol. 8, pp. 103-130

  2. Q-probabilistic routing in wireless sensor networks

    Proceedings of the 2007 International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP

2005

  1. Loss functions to combine learning and decision in multiclass problems

    Neurocomputing, Vol. 69, Núm. 1-3, pp. 3-17