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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
21 - 30 of 419
- Evaluating the potential of Distribution of Relaxation Times analysis for plant agriculture(2023)
Authors: Maxime Van Haeverbeke, Bernard De Baets, Michiel Stock
- Lightweight image super-resolution with a feature-refined network(2023)
Authors: Feiqiang Liu, Xiaomin Yang, Bernard De Baets
- Prediction of pipe failures in water supply networks for longer time periods through multi-label classification(2023)
Authors: Alicia Robles-Velasco, Pablo Cortes, Jesus Munuzuri, Bernard De Baets
- Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction(2023)
Authors: Amna Qayyum, Bernard De Baets, Laure De Cock, Frank Witlox, Guy De Tré, Nico Van de Weghe
Pages: 406 - 430 - Joint global metric learning and local manifold preservation for scene recognition(2022)
Authors: Chen Wang, Guohua Peng, Bernard De Baets
Pages: 938 - 956 - Nullnorms on bounded lattices constructed by means of closure and interior operators(2022)
Authors: Yexing Dan, Bao Qing Hu, Bernard De Baets
Pages: 142 - 156 - Ordinal classification with a spectrum of information sources(2022)
Authors: Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
- Interspecies interactions of the 2,6-dichlorobenzamide degrading aminobacter sp. MSH1 with resident sand filter bacteria : indications for mutual cooperative interactions that improve BAM mineralization activity(2022)
Authors: Johanna Vandermaesen, Siyao Du, Aisling Daly, Jan Baetens, Benjamin Horemans, Bernard De Baets, Nico Boon, Dirk Springael
Pages: 1352 - 1364 - The Hukuhara difference, gH-difference and gH-division are not inclusion isotonic(2022)
Authors: T. M. Costa, W. A. Lodwick, Bernard De Baets
Pages: 44 - 54 - Lifting associative operations on subposets of a complete lattice(2022)
Authors: Yexing Dan, Bernard De Baets
Pages: 286 - 309