Onderzoeker
Abel Diaz Berenguer
- Trefwoorden:Elektronica en elektrotechniek
Affiliaties
- Elektronica en Informatica (Departement)
Lid
Vanaf1 nov 2023 → 31 dec 2023 - Elektronica en Informatica (Departement)
Lid
Vanaf15 jul 2021 → Heden - Elektronica en Informatica (Departement)
Lid
Vanaf8 apr 2019 → 14 aug 2021 - Faculteit Ingenieurswetenschappen (Faculteit)
Lid
Vanaf11 mei 2016 → 2 jul 2021 - Elektronica en Informatica (Departement)
Lid
Vanaf13 mrt 2016 → 20 okt 2022
Publicaties
1 - 10 van 12
- Semi-supervised medical image classification via distance correlation minimization and graph attention regularization(2024)
Auteurs: Abel Diaz Berenguer, Maryna Kvasnytsia, Matías Nicolás Bossa Bossa, Tanmoy Mukherjee, Nikos Deligiannis, Hichem Sahli
Pagina's: 1-16 - An ensemble learning-enhanced multitask learning method for continuous affect recognition from facial images(2024)
Auteurs: Ercheng Pei, Zhanxuan Hu, HE LANG, Hailong Ning, Abel Diaz Berenguer
Pagina's: 1-12 - Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training(2024)
Auteurs: Yifei Da, Matías Nicolás Bossa Bossa, Abel Diaz Berenguer, Hichem Sahli
Pagina's: 10120-10134 - Representation Learning with Information Theory to Detect COVID-19 and its Severity(2023)Series: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Volume: 13807
Auteurs: Abel Diaz Berenguer, Tanmoy Mukherjee, Yifei Da, Matías Nicolás Bossa Bossa, Maryna Kvasnytsia, Jef Vandemeulebroucke, Nikos Deligiannis, Hichem Sahli
Pagina's: 605-620Aantal pagina's: 16 - COVID-19 Lesion Segmentation Framework for the Contrast-Enhanced CT in the Absence of Contrast-Enhanced CT Annotations(2023)Series: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Volume: 14307
Auteurs: Maryna Kvasnytsia, Abel Diaz Berenguer, Hichem Sahli, Jef Vandemeulebroucke
Pagina's: 71-81Aantal pagina's: 11 - Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer’s Disease(2022)Series: Lecture Notes in Computer ScienceVolume: 13596
Auteurs: Matías Nicolás Bossa Bossa, Abel Diaz Berenguer, Hichem Sahli
Pagina's: 95-103Aantal pagina's: 9 - Representation Learning with Information Theory for COVID-19 Detection(2022)
Auteurs: Abel Diaz Berenguer
Pagina's: 1-10 - Context-aware human trajectories prediction via latent variational model(2021)
Auteurs: Abel Diaz Berenguer, Mitchel Alioscha-Perez, Meshia Oveneke, Hichem Sahli
Pagina's: 1876-1889 - Learning to predict human behavior in crowded scenes(2021)
Auteurs: Abel Diaz Berenguer, Hichem Sahli, Yeleny Zulueta Véliz, Johan Stiens
- Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging(2020)
Auteurs: Abel Diaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Perez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastian Amador Sanchez, Redona Brahimetaj, et al.