Research Unit Knowledge-based Systems
Mathematical and Computational Modelling in the Information Age
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2025 (2)
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2014 (1)
2013 (2)
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(2)
Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, knowledge-guided neural networks
M. Borja Lopez Pelaez, J. Dhondt, J. Bertels, D. Van Hauwermeiren and J. Verwaeren(2025) INTERNATIONAL JOURNAL OF PHARMACEUTICS. 669, 125012.
(1)
Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
K.M. Zielinski, L. Scabini, L.C. Ribas, N.R. da Silva, H. Beeckman, J. Verwaeren, O.M. Bruno and B. De Baets(2025) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 231, 109867.
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2010 (2)
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J. Verwaerenhide
Students
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PhD Students
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Barbini Alessandro
Advanced machine learning methods for spatio-temporal modelling
Deloose Arne
Automated knowledge extraction from maintenance reports and popular texts on nature conservation
Ipek Nusret
Automating the analysis of the behavior of farm animals using computer vision
Affiliated
Borja Lopez Pelaez Manuel
Development of an expert system for optimizing the formulation of tablets
MSc Students
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Graduates
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MSc Students
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Title
Date
N. Salman
AI-enabled automated Artemia imagery processing: identification, counting, measurement, and life cycle monitoring
2023 - 2024
B. Garré
Analysis of the circadian rhythm in dairy youngstock using computer vision
2021 - 2022
J. Luca
Investigation of the impact of the corona measures on the air quality in Flanders
2020 - 2021
K. Rondou
Microstructure development in semi-liquid shortenings upon storage
2020 - 2021
L. Van de Sompel
Machine learning for empowering the bio-economy: using lower rade feedstocks for the production of fatty aids at an industrial scale
2019 - 2020
M. Perneel
Gebruik van machine learning methoden voor het voorspellen van productiekengetallen bij melkvee
2019 - 2020
A. Van den Hove
Het ontwerpen van een zwarte koolstof kaart van stadsregio Gent voor gebruik bij routing problemen
2015 - 2016