Publikationen in Zusammenarbeit mit Forschern von Universidade Do Porto (9)

2024

  1. Can citizen science and social media images support the detection of new invasion sites? A deep learning test case with Cortaderia selloana

    Ecological Informatics, Vol. 81

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. Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

    Ecosystem Services, Vol. 54

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

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

  3. 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

2015

  1. An Effective Big Data Supervised Imbalanced Classification Approach for Ortholog Detection in Related Yeast Species

    BioMed Research International, Vol. 2015