Researcher
Jan Verwaeren
- Keywords:computational data analysis, Computer Vision, machine learning
- Disciplines:Machine learning and decision making, Statistics and numerical methods not elsewhere classified, Modelling and simulation
Affiliations
- Department of Data analysis and mathematical modelling (Department)
Member
From1 Jan 2018 → Today - Department of Applied biosciences (Department)
Member
From1 Mar 2015 → 31 Dec 2017 - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Member
From1 Sep 2007 → 28 Feb 2015
Projects
1 - 6 of 6
- Hybrid water quality forecasting using sensor data and mechanistic modelsFrom1 Jul 2023 → TodayFunding: VITO (Flemish Institute for Technological Research)
- Integration of expert knowledge in time-series analytics as leverage for improved monitoring and decision support in complex agricultural systemsFrom1 Apr 2023 → TodayFunding: BOF - postdoctoral mandates
- Continuous linear powder blender for processing of pharmaceuticalsFrom15 Dec 2022 → TodayFunding: BOF - scientific equipment program
- Automated monitoring of pig behavior using multi-modal sensing and its application to study social interactions and stressFrom1 Oct 2022 → TodayFunding: BOF - doctoral mandates
- SmartWoodID: Smart classification of Congolese timbers: deep learning techniques for enforcing forest conservationFrom15 Dec 2020 → TodayFunding: BRAIN-be(Belgian Research Action through Interdisciplinary Networks)
- A probabilistic programming approach to the analysis of high-dimensional biological monitoring data.From1 Sep 2020 → TodayFunding: BOF - projects
Publications
1 - 10 of 46
- Quantifying the hydrodynamic stress for bioprocesses(2023)
Authors: Umut Kaya, Srikanth Gopireddy, Nora Urbanetz, Diana Kreitmayer, Eva Gutheil, Ingmar Nopens, Jan Verwaeren
- Exploring image processing tools to unravel complex 1H-13C heteronuclear single-quantum correlation nuclear magnetic resonance spectra : a demonstration for pyrolysis liquids(2023)
Authors: Jan Verwaeren, Hero Jan Heeres, Léon Rohrbach, Simon Backx
Pages: 4446 - 4459 - Quantifying agonistic interactions between group-housed animals to derive social hierarchies using computer vision : a case study with commercially group-housed rabbits(2023)
Authors: Nusret Ipek, Liesbeth Van Damme, Frank Tuyttens, Jan Verwaeren
- Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations(2022)
Authors: Umut Kaya, Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens, Jan Verwaeren
Pages: 342 - 359 - Microstructure development in semi-liquid shortenings upon storage(2022)
Authors: Kato Rondou, Fien De Witte, Wim Dewinter, Jan Verwaeren, Filip Van Bockstaele
Number of pages: 1 - Comparing a product-specific versus a general emoji list to measure consumers’ emotional associations with chocolate and predict food choice(2022)
Authors: Joachim Schouteten, Jan Verwaeren, Listia Rini, Valérie Almli
- Improved wood species identification based on multi-view imagery of the three anatomical planes(2022)
Authors: Núbia Rosa da Silva, Victor Deklerck, Jan Baetens, Jan Van den Bulcke, Maaike De Ridder, Melissa Rousseau, Odemir Martinez Bruno, Hans Beeckman, Joris Van Acker, Bernard De Baets, et al.
- Multiscale analysis of monoglyceride oleogels during storage(2022)
Authors: Kato Rondou, Fien De Witte, Wim Dewinter, Jan Verwaeren, Filip Van Bockstaele
Pages: 1019 - 1031 - Comparison of the antifungal effect of undissociated lactic and acetic acid in sourdough bread and in chemically acidified wheat bread(2020)
Authors: Fien Van Schoors, Peter Maene, Filip Van Bockstaele, Jan Verwaeren, Frank Devlieghere
- Development of a land use regression model for black carbon using mobile monitoring data and its application to pollution-avoiding routing(2020)
Authors: Annelies Van den Hove, Jan Verwaeren, Joris Van den Bossche, Jan Theunis, Bernard De Baets
Linked dataset
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