Publicaciones en colaboración con investigadores/as de Universidade Do Porto (6)

2023

  1. A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research

    Information Fusion

  2. Interpreting Deep Machine Learning Models: An Easy Guide for Oncologists

    IEEE Reviews in Biomedical Engineering, Vol. 16, pp. 192-207

2022

  1. On the joint-effect of class imbalance and overlap: a critical review

    Artificial Intelligence Review, Vol. 55, Núm. 8, pp. 6207-6275

  2. The impact of heterogeneous distance functions on missing data imputation and classification performance

    Engineering Applications of Artificial Intelligence, Vol. 111

2021

  1. Preface

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

2018

  1. Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers

    BMC Bioinformatics, Vol. 19, Núm. 1