Publications in collaboration with researchers from Basque Center for Applied Mathematics (13)

2023

  1. Learning a logistic regression with the help of unknown features at prediction stage

    Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023

  2. SNDProb: A Probabilistic Approach for Streaming Novelty Detection

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 6, pp. 6335-6348

2022

  1. Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization

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

2019

  1. A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators

    IEEE Transactions on Knowledge and Data Engineering, Vol. 31, Núm. 1, pp. 195-200

  2. Aggregated outputs by linear models: An application on marine litter beaching prediction

    Information Sciences, Vol. 481, pp. 381-393

2017

  1. Learning from Proportions of Positive and Unlabeled Examples

    International Journal of Intelligent Systems, Vol. 32, Núm. 2, pp. 109-133

  2. Measuring the class-imbalance extent of multi-class problems

    Pattern Recognition Letters, Vol. 98, pp. 32-38

2016

  1. Efficient approximation of probability distributions with k-order decomposable models

    International Journal of Approximate Reasoning, Vol. 74, pp. 58-87