Publications in collaboration with researchers from Universidad Rey Juan Carlos (9)

2016

  1. A Motivational Architecture to Create more Human-Acceptable Assistive Robots for Robotics Competitions

    Proceedings - 2016 International Conference on Autonomous Robot Systems and Competitions, ICARSC 2016

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. 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)

  2. Cost-sensitive learning based on bregman divergences

    Machine Learning

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

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

2007

  1. Q-probabilistic routing in wireless sensor networks

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

  2. Q-probabilistic routing in wireless sensor networks

    PROCEEDINGS OF THE 2007 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING

  3. Minimax regret classifier for imprecise class distributions

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

2005

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

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