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 16
- 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
- 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
- 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
- High-dimensional Distance Metric Learning for Ordinal ClassificationFrom1 Oct 2015 → 30 Sep 2019Funding: BOF - Doctoral projects
- Enhanced spatially explicit modelling of valuable marine organisms by assessing the primary habitability of Cuban watersFrom1 Oct 2015 → 31 Mar 2022Funding: BOF - Doctoral projects
Publications
11 - 20 of 416
- Plant impedance spectroscopy : a review of modeling approaches and applications(2023)
Authors: Maxime Van Haeverbeke, Bernard De Baets, Michiel Stock
- Modelling fish co-occurrence patterns in a small spring-fed river using a machine learning approach(2023)
Authors: Yuki Matsuzawa, Shinji Fukuda, Mitsuru Ohira, Bernard De Baets
- A density-grid-based method for clustering k-dimensional data(2023)
Authors: Elham S. Kashani, Saeed Bagheri Shouraki, Yaser Norouzi, Bernard De Baets
Pages: 10559 - 10573 - Fuzzy structures induced by fuzzy betweenness relations(2023)
Authors: Yi Shi, Bin Pang, Bernard De Baets
- A note on the representation theorem for nullnorms on bounded lattices(2023)
Authors: Zhudeng Wang, Yao Ouyang, Hua-Peng Zhang, Bernard De Baets
- When driving becomes risky : micro-scale variants of the lane-changing maneuver in highway traffic(2023)
Authors: Amna Qayyum, Bernard De Baets, Samuel Van Ackere, Frank Witlox, Guy De Tré, Nico Van de Weghe
Pages: 583 - 591 - DeepMTP : a Python-based deep learning framework for multi-target prediction(2023)
Authors: Dimitrios Iliadis, Bernard De Baets, Willem Waegeman
- Food biodiversity : quantifying the unquantifiable in human diets(2023)
Authors: Giles Hanley-Cook, Aisling Daly, Roseline Remans, Andrew D. Jones, Kris A. Murray, Inge Huybrechts, Bernard De Baets, Carl Lachat
Pages: 7837 - 7851 - Valid prediction intervals for regression problems(2023)
Authors: Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Pages: 577 - 613 - A nearest neighbor open-set classifier based on excesses of distance ratios(2023)
Authors: Matthys Lucas Steyn, Tertius de Wet, Bernard De Baets, Stijn Luca
Pages: 319 - 328