Publikationen in Zusammenarbeit mit Forschern von Cardiff University (7)

2024

  1. Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing

    Transactions of the Association for Computational Linguistics, Vol. 12, pp. 724-742

2021

  1. How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness

    International Journal of Intelligent Systems, Vol. 36, Núm. 4, pp. 1619-1643

2014

  1. Analyzing convergence performance of evolutionary algorithms: A statistical approach

    Information Sciences, Vol. 289, Núm. 1, pp. 41-58

  2. Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

    Information Sciences, Vol. 260, pp. 98-119

  3. Improving the behavior of the nearest neighbor classifier against noisy data with feature weighting schemes

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

  4. On the statistical analysis of the parameters' trend in a machine learning algorithm

    Progress in Artificial Intelligence, Vol. 3, Núm. 1, pp. 51-53

  5. Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers

    Pattern Recognition, Vol. 47, Núm. 12, pp. 3941-3948