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
41 - 50 of 416
- Day versus night use of forest by red and roe deer as determined by Corine Land Cover and Copernicus Tree Cover Density : assessing use of geographic layers in movement ecology(2022)
Authors: M. Salvatori, Johannes De Groeve, E. van Loon, Bernard De Baets, N. Morellet, S. Focardi, N. C. Bonnot, B. Gehr, M. Griggio, M. Heurich, et al.
Pages: 1453 - 1468 - Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier(2022)
Authors: Dimitri Boeckaerts, Michiel Stock, Bernard De Baets, Yves Briers
- Digital phagograms : predicting phage infectivity through a multilayer machine learning approach(2022)
Authors: Cédric Lood, Dimitri Boeckaerts, Michiel Stock, Bernard De Baets, Rob Lavigne, Vera van Noort, Yves Briers
Pages: 174 - 181 - Covering the combinatorial design space of multiplex CRISPR/Cas experiments in plants(2022)
Authors: Kirsten Van Huffel, Michiel Stock, Tom Ruttink, Bernard De Baets
- BioCCP.jl : collecting coupons in combinatorial biotechnology(2022)
Authors: Kirsten Van Huffel, Michiel Stock, Bernard De Baets, Lenore Cowen
Pages: 1144 - 1145 - Machine learning to assist in large-scale, activity-based synthetic cannabinoid receptor agonist screening of serum samples(2022)
Authors: Liesl Janssens, Dimitri Boeckaerts, Simon Hudson, Daria Morozova, Annelies Cannaert, David M. Wood, Caitlin Wolfe, Bernard De Baets, Michiel Stock, Paul, I Dargan, et al.
Pages: 906 - 916 - Equivalent electrical circuits and their use across electrochemical impedance spectroscopy application domains(2022)
Authors: Maxime Van Haeverbeke, Michiel Stock, Bernard De Baets
Pages: 51363 - 51379 - Compositions of ternary relations(2021)
Authors: Norelhouda Bakri, Lemnaouar Zedam, Bernard De Baets
Pages: 404 - 425 - Recurrent misconceptions in the study of CA reversibility on triangular grids(2021)
Authors: Barbara Wolnik, Maciej Dziemianczuk, Bernard De Baets
- A survey on matching strategies for boundary image comparison and evaluation(2021)
Authors: C. Lopez-Molina, C. Marco-Detchart, H. Bustince, Bernard De Baets