Researcher
Abel Diaz Berenguer
- Keywords:Electronics and electrical engineering
Affiliations
- Electronics and Informatics (Department)
Member
From1 Nov 2023 → 31 Dec 2023 - Electronics and Informatics (Department)
Member
From15 Jul 2021 → Today - Electronics and Informatics (Department)
Member
From8 Apr 2019 → 14 Aug 2021 - Faculty of Engineering (Faculty)
Member
From11 May 2016 → 2 Jul 2021 - Electronics and Informatics (Department)
Member
From13 Mar 2016 → 20 Oct 2022
Publications
1 - 10 of 12
- Semi-supervised medical image classification via distance correlation minimization and graph attention regularization(2024)
Authors: Abel Diaz Berenguer, Maryna Kvasnytsia, Matías Nicolás Bossa Bossa, Tanmoy Mukherjee, Nikos Deligiannis, Hichem Sahli
Pages: 1-16 - An ensemble learning-enhanced multitask learning method for continuous affect recognition from facial images(2024)
Authors: Ercheng Pei, Zhanxuan Hu, HE LANG, Hailong Ning, Abel Diaz Berenguer
Pages: 1-12 - Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training(2024)
Authors: Yifei Da, Matías Nicolás Bossa Bossa, Abel Diaz Berenguer, Hichem Sahli
Pages: 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
Authors: Abel Diaz Berenguer, Tanmoy Mukherjee, Yifei Da, Matías Nicolás Bossa Bossa, Maryna Kvasnytsia, Jef Vandemeulebroucke, Nikos Deligiannis, Hichem Sahli
Pages: 605-620Number of pages: 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
Authors: Maryna Kvasnytsia, Abel Diaz Berenguer, Hichem Sahli, Jef Vandemeulebroucke
Pages: 71-81Number of pages: 11 - Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer’s Disease(2022)Series: Lecture Notes in Computer ScienceVolume: 13596
Authors: Matías Nicolás Bossa Bossa, Abel Diaz Berenguer, Hichem Sahli
Pages: 95-103Number of pages: 9 - Representation Learning with Information Theory for COVID-19 Detection(2022)
Authors: Abel Diaz Berenguer
Pages: 1-10 - Context-aware human trajectories prediction via latent variational model(2021)
Authors: Abel Diaz Berenguer, Mitchel Alioscha-Perez, Meshia Oveneke, Hichem Sahli
Pages: 1876-1889 - Learning to predict human behavior in crowded scenes(2021)
Authors: 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)
Authors: 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.