Research Unit Knowledge-based Systems
Mathematical and Computational Modelling in the Information Age
Staff
In-house
Affiliated
Publications
Journal Papers (ISI)
To Appear (ISI)
News
Hall of Fame
Graduates
PhD Graduates
MSc Graduates
Contact
Author
Editor
Lecturer
Supervisor
Graduates
Awards
Courses
Scientific Computing
Data Science
Programming I
Programming II
Biography
Name:
Journal papers
Conference papers
Journal papers
All
2025 (3)
2023 (5)
2022 (6)
2021 (1)
2020 (4)
2019 (3)
2018 (5)
2017 (3)
2015 (6)
2014 (1)
2013 (2)
2012 (2)
2011 (1)
(3)
AniDomNet: A sequential pairwise model for inferring dynamic animal dominance hierarchies
N. Ipek, F.A.M. Tuyttens, B. De Baets and J. Verwaeren(2025) METHODS IN ECOLOGY AND EVOLUTION. 16, 2145-2163.
(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.
Conference papers
All
2010 (2)
#hide#
Editor
hide
Awards
Date
Title
J. Verwaerenhide
Students
Phd
MSc
PhD Students
Name
Research Topic
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
Name
Research Topic
#hide#
#hide#
Graduates
Phd
MSc
PhD Students
Name
Title
Date
#hide#
MSc Students
Name
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