< Back to previous page
Researcher
Bernard De Baets
- Disciplines:Machine learning and decision making, Bio-informatics, Neural, evolutionary and fuzzy computation, Operations research and mathematical programming
Affiliations
- Department of Data analysis and mathematical modelling (Department)
Responsible
From1 Jan 2018 → Today - Department of Data analysis and mathematical modelling (Department)
Member
From1 Jan 2018 → Today - Department of Data analysis and mathematical modelling (Department)
Member
From1 Jan 2018 → Today - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Responsible
From1 Oct 2014 → 31 Dec 2017 - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Member
From1 Oct 2014 → 31 Dec 2017 - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Member
From1 Oct 1999 → 31 Dec 2017 - Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Jan 1993 → 30 Sep 1999
Projects
1 - 10 of 37
- Advanced impedimetric system characterization for engineering and the life sciencesFrom1 Feb 2024 → TodayFunding: BOF - postdoctoral mandates
- Kernel Mean Embedding as the grand unifying theory for working with distributional data in pharmaceutical applicationsFrom1 Oct 2023 → TodayFunding: FWO senior postdoctoral fellowship
- A combined framework of machine learning and extreme value theory for anomaly detection and rankingFrom1 Oct 2021 → TodayFunding: BOF - mobility
- A computational framework for combinatorial design of molecules, genes and cellsFrom1 Oct 2021 → 30 Sep 2022Funding: BOF - doctoral mandates
- Digital innovation for man and societyFrom1 Jan 2020 → TodayFunding: BOF - research organisations
- A digital phagogram for personalized phage therapyFrom1 Nov 2019 → 31 Oct 2023Funding: FWO Strategic Basic Research Grant
- In situ BiofilmFrom1 Jan 2019 → 31 Dec 2022Funding: FWO Strategic Basic Research (SBO)
- Assessing the biological capacity for marine ecosystem resilience: Acclimation and adaptation in a rapidly changing environmentFrom1 Jan 2017 → TodayFunding: BOF - Concerted Research Project from 1994
- Evolutionary pattern recognition in complex biological networksFrom1 Oct 2016 → 30 Sep 2020Funding: BOF - Other initiatives
- Monotonicity issues in decision making and votingFrom1 Sep 2016 → 31 Mar 2018Funding: BOF - Doctoral projects
Publications
1 - 10 of 729
- A TOPSIS analysis of regional competitiveness at European level(2024)
Authors: Filippo Ferrarini, Silvia Muzzioli, Bernard De Baets
Pages: 52 - 72 - Compound extreme climate events intensify yield anomalies of winter wheat in France(2024)
Authors: Baoying Shan, Bernard De Baets, Niko Verhoest
- Environment‐dependent population dynamics emerging from dynamic energy budgets and individual‐scale movement behaviour(2024)
Authors: Wissam Barhdadi, Aisling Daly, Jan Baetens, Bernard De Baets
- Cooperative interactions between invader and resident microbial community members weaken the negative diversity-invasion relationship(2024)
Authors: Johanna Vandermaesen, Aisling Daly, Panji Cahya Mawarda, Jan Baetens, Bernard De Baets, Nico Boon, Dirk Springael
- Link prediction in stagewise graphs(2024)
Authors: Pieter Dewulf, Michiel Stock, Bernard De Baets
Pages: 3252 - 3264 - A comparison of embedding aggregation strategies in drug-target interaction prediction(2024)
Authors: Dimitrios Iliadis, Bernard De Baets, Tapio Pahikkala, Willem Waegeman
- The pseudo-inverse of a monotone function between complete lattices and its use in generating t-norms and t-conorms(2024)
Authors: Yanyan Dong, Bin Pang, Bernard De Baets
- Impedimetric biofilm characterization with microelectrode arrays using equivalent electrical circuit features and ensemble classifiers(2024)
Authors: Maxime Van Haeverbeke, Charlotte Cums, Thijs Vackier, Dries Braeken, Michiel Stock, Hans Steenackers, Bernard De Baets
- A holistic approach to the composition of ternary relations(2024)
Authors: Hamza Boughambouz, Lemnaouar Zedam, Bernard De Baets
- Advancing individual-based models rooted in metabolic theory : from organism physiology towards community dynamics(2024)
Authors: Wissam Barhdadi, Bernard De Baets, Aisling Daly, Jan Baetens