Manage settings
MENU
About this site
In het Nederlands
Home
Researchers
Projects
Organisations
Publications
Infrastructure
Contact
Research Explorer
Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.
Researcher
Jan Verwaeren
Profile
Projects
Publications
Activities
Awards & Distinctions
64
Results
2025
A deep learning approach to perform defect classification of freeze-dried product
Quentin Hervé
Nusret Ipek
Jan Verwaeren
Thomas De Beer
A1
Journal Article
in
INTERNATIONAL JOURNAL OF PHARMACEUTICS
2025
Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
Kallil M. Zielinski
Leonardo Scabini
Lucas C. Ribas
Núbia R. da Silva
Hans Beeckman
Jan Verwaeren
Odemir Martinez Bruno
Bernard De Baets
A1
Journal Article
in
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2025
Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, knowledge-guided neural networks
Manuel Borja Lopez Pelaez
Jens Dhondt
Johny Bertels
Daan Van Hauwermeiren
Jan Verwaeren
A1
Journal Article
in
INTERNATIONAL JOURNAL OF PHARMACEUTICS
2025
2024
Automated particle inspection of continuously freeze-dried products using computer vision
Quentin Hervé
Nusret Ipek
Jan Verwaeren
Thomas De Beer
A1
Journal Article
in
INTERNATIONAL JOURNAL OF PHARMACEUTICS
2024
Bayesian cell therapy process optimization
Evan Claes
Tommy Heck
Kathleen Coddens
Maarten Sonnaert
Jan Schrooten
Jan Verwaeren
A1
Journal Article
in
BIOTECHNOLOGY AND BIOENGINEERING
2024
Cage enrichment to minimize aggression in part-time group-housed female breeding rabbits
Liesbeth Van Damme
Nusret Ipek
Jan Verwaeren
Evelyne Delezie
Frank Tuyttens
A1
Journal Article
in
FRONTIERS IN VETERINARY SCIENCE
2024
Data-driven prediction of dairy cattle lifetime production and its use as a guideline to select surplus youngstock
Maarten Perneel
Stefaan De Smet
Jan Verwaeren
A1
Journal Article
in
JOURNAL OF DAIRY SCIENCE
2024
Development of learning-based surrogate models for predicting the fluid dynamics in a pharmaceutical bioreactor
Umut Kaya
Jan Verwaeren
Ingmar Nopens
Nora Urbanetz
Dissertation
2024
New way to analyze pyrolysis oils : applying image processing tools to unravel complex 1H-13C HSQC NMR spectra of bio-oil
Stef Ghysels
Jan Verwaeren
Hero Jan Heeres
Leon Rohrbach
Simon Backx
Sven Mangelinckx
Frederik Ronsse
C3
Conference
2024
Towards good modelling practice for parallel hybrid models for wastewater treatment processes
Loes Verhaeghe
Jan Verwaeren
Gamze Kirim
Saba Daneshgar
Peter A. Vanrolleghem
Elena Torfs
A1
Journal Article
in
WATER SCIENCE AND TECHNOLOGY
2024
2023
Combining natural language processing and multidimensional classifiers to predict and correct CMMS metadata
Arne Deloose
Glenn Gysels
Bernard De Baets
Jan Verwaeren
A1
Journal Article
in
COMPUTERS IN INDUSTRY
2023
Exploring image processing tools to unravel complex 1H-13C heteronuclear single-quantum correlation nuclear magnetic resonance spectra : a demonstration for pyrolysis liquids
Stef Ghysels
Jan Verwaeren
Hero Jan Heeres
Léon Rohrbach
Simon Backx
Sven Mangelinckx
Frederik Ronsse
A1
Journal Article
in
ENERGY & FUELS
2023
Quantifying agonistic interactions between group-housed animals to derive social hierarchies using computer vision : a case study with commercially group-housed rabbits
Nusret Ipek
Liesbeth Van Damme
Frank Tuyttens
Jan Verwaeren
A1
Journal Article
in
SCIENTIFIC REPORTS
2023
Quantifying the hydrodynamic stress for bioprocesses
Umut Kaya
Srikanth Gopireddy
Nora Urbanetz
Diana Kreitmayer
Eva Gutheil
Ingmar Nopens
Jan Verwaeren
A1
Journal Article
in
BIOTECHNOLOGY PROGRESS
2023
SmartWoodID : an image collection of large end-grain surfaces to support wood identification systems
Ruben De Blaere
Kévin Lievens
Dieter Van Hassel
Victor Deklerck
Tom De Mil
Wannes Hubau
Joris Van Acker
Nils Bourland
Jan Verwaeren
Jan Van den Bulcke
et al.
A1
Journal Article
in
DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
2023
2022
Behaviour monitoring of dairy youngstock using pose estimation in video
Maarten Perneel
Ines Adriaens
Jan Verwaeren
Ben Aernouts
C3
Conference
2022
Comparing a product-specific versus a general emoji list to measure consumers’ emotional associations with chocolate and predict food choice
Joachim Schouteten
Jan Verwaeren
Listia Rini
Valérie Almli
A1
Journal Article
in
FOOD RESEARCH INTERNATIONAL
2022
Improved wood species identification based on multi-view imagery of the three anatomical planes
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.
A1
Journal Article
in
PLANT METHODS
2022
Improved wood species identification based on multi‑view imagery of the three anatomical planes
Núbia Rosa da Silva
V. Deklerck
Jan Baetens
Jan Van den Bulcke
Maaike De Ridder
M. Rousseau
Odemir Martinez Bruno
Hans Beeckman
Joris Van Acker
Bernard De Baets
et al.
U
Journal Article
in
Plant Methods
2022
Innovative rhizosphere-based enrichment under P-limitation selects for bacterial isolates with high-performance P-solubilizing traits
Noémie De Zutter
Maarten Ameye
Pieter Vermeir
Jan Verwaeren
Leen De Gelder
Kris Audenaert
A1
Journal Article
in
MICROBIOLOGY SPECTRUM
2022
Microstructure development in semi-liquid shortenings upon storage
Kato Rondou
Fien De Witte
Tom Rimaux
Wim Dewinter
Jan Verwaeren
Koen Dewettinck
Filip Van Bockstaele
C3
Conference
2022
Microstructure development in semi-liquid shortenings upon storage
Kato Rondou
Fien De Witte
Tom Rimaux
Wim Dewinter
Jan Verwaeren
Koen Dewettinck
Filip Van Bockstaele
C3
Conference
2022
Multiscale analysis of monoglyceride oleogels during storage
Kato Rondou
Fien De Witte
Tom Rimaux
Wim Dewinter
Koen Dewettinck
Jan Verwaeren
Filip Van Bockstaele
A1
Journal Article
in
JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY
2022
Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations
Umut Kaya
Srikanth Gopireddy
Nora Urbanetz
Ingmar Nopens
Jan Verwaeren
A1
Journal Article
in
CHEMICAL ENGINEERING RESEARCH & DESIGN
2022
Probabilistic modelling of the hydrodynamic properties of a bioreactor for mAb production
Umut Kaya
Srikanth Gopireddy
Nora Urbanetz
Ingmar Nopens
Jan Verwaeren
C3
Conference
2022
Uncovering new insights and misconceptions on the effectiveness of phosphate solubilizing rhizobacteria in plants : a meta-analysis
Noémie De Zutter
Maarten Ameye
Boris Bekaert
Jan Verwaeren
Leen De Gelder
Kris Audenaert
A1
Journal Article
in
FRONTIERS IN PLANT SCIENCE
2022
2021
Shaping the rhizosphere : can in planta rhizobiome selection for phosphate solubilizing bacteria outperform classical in vitro selection methods?
Noémie De Zutter
Maarten Ameye
Jan Verwaeren
Leen De Gelder
Kris Audenaert
C3
Conference
2021
Shifts in the rhizobiome during consecutive in planta enrichment for phosphate-solubilizing bacteria differentially affect maize P status
Noémie De Zutter
Maarten Ameye
Jane Debode
Caroline De Tender
Sarah Ommeslag
Jan Verwaeren
Pieter Vermeir
Kris Audenaert
Leen De Gelder
A1
Journal Article
in
MICROBIAL BIOTECHNOLOGY
2021
Usage of video monitoring and machine learning to monitor dairy cow behaviour
Maarten Perneel
Ben Aernouts
Ines Adriaens
Jan Verwaeren
C3
Conference
2021
2020
A combined RNA preservation and extraction protocol for gene expression studies in cacao beans
Jocelyn De Wever
Dieter Tulkens
Jan Verwaeren
Helena Everaert
Hayley Rottiers
Koen Dewettinck
Steve Lefever
Kathy Messens
A1
Journal Article
in
FRONTIERS IN PLANT SCIENCE
2020
Automated multispectral imaging as a tool for the in planta selection of rhizosphere competent bacterial biostimulants
Noémie De Zutter
Maarten Ameye
Kris Audenaert
Jan Verwaeren
Leen De Gelder
C3
Conference
2020
Comparison of the antifungal effect of undissociated lactic and acetic acid in sourdough bread and in chemically acidified wheat bread
Els Debonne
Fien Van Schoors
Peter Maene
Filip Van Bockstaele
Pieter Vermeir
Jan Verwaeren
Mia Eeckhout
Frank Devlieghere
A1
Journal Article
in
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY
2020
Development of a land use regression model for black carbon using mobile monitoring data and its application to pollution-avoiding routing
Annelies Van den Hove
Jan Verwaeren
Joris Van den Bossche
Jan Theunis
Bernard De Baets
A1
Journal Article
in
ENVIRONMENTAL RESEARCH
2020
Respiratory CO2 combined with a blend of volatiles emitted by endophytic Serendipita strains strongly stimulate growth of Arabidopsis implicating auxin and cytokinin signaling
Jolien Venneman
Lore Vandermeersch
Christophe Walgraeve
Kris Audenaert
Maarten Ameye
Jan Verwaeren
Kathy Steppe
Herman Van Langenhove
Geert Haesaert
Danny Vereecke
A1
Journal Article
in
FRONTIERS IN PLANT SCIENCE
2020
2019
Comparing a standardized to a product-specific emoji list for evaluating food products by children
Joachim Schouteten
Jan Verwaeren
Xavier Gellynck
Valérie L Almli
A1
Journal Article
in
FOOD QUALITY AND PREFERENCE
2019
In planta selection of rhizosphere competent biostimulant microorganisms through an automated plant phenomics platform
Noémie De Zutter
Jan Verwaeren
Kris Audenaert
Pieter Vermeir
Maarten Ameye
Leen De Gelder
C3
Conference
2019
Integrating expert and novice evaluations for augmenting ordinal regression models
Marc Sader
Jan Verwaeren
Raul Perez Fernandez
Bernard De Baets
A1
Journal Article
in
INFORMATION FUSION
2019
Predicting children's food choice using check-all-that-apply questions
Jan Verwaeren
Xavier Gellynck
Sofie Lagast
Joachim Schouteten
A1
Journal Article
in
JOURNAL OF SENSORY STUDIES
2019
2018
Development and evaluation of land use regression models for black carbon based on bicycle and pedestrian measurements in the urban environment
Joris Van den Bossche
Bernard De Baets
Jan Verwaeren
Dick Botteldooren
Jan Theunis
A1
Journal Article
in
ENVIRONMENTAL MODELLING & SOFTWARE
2018
Emoji as a tool for measuring children's emotions when tasting food
Joachim Schouteten
Jan Verwaeren
Sofie Lagast
Xavier Gellynck
Hans De Steur
A1
Journal Article
in
FOOD QUALITY AND PREFERENCE
2018
Green leaf volatile production by plants : a meta-analysis
Maarten Ameye
Silke Allmann
Jan Verwaeren
Guy Smagghe
Geert Haesaert
Robert C Schuurink
Kris Audenaert
A1
Journal Article
in
NEW PHYTOLOGIST
2018
Species prevalence and disease progression studies demonstrate a seasonal shift in the Alternaria population composition on potato
Michiel Vandecasteele
Sofie Landschoot
Jasper Carrette
Jan Verwaeren
Monica Höfte
Kris Audenaert
Geert Haesaert
A1
Journal Article
in
PLANT PATHOLOGY
2018
The influence of natural oils of blackcurrant, black cumin seed, thyme and wheat germ on dough and bread technological and microbiological quality
Els Debonne
Ingrid De Leyn
Jan Verwaeren
Stijn Moens
Frank Devlieghere
Mia Eeckhout
Filip Van Bockstaele
A1
Journal Article
in
LWT-FOOD SCIENCE AND TECHNOLOGY
2018
2017
Congolese rhizospheric soils as a rich source of new plant growth-promoting endophytic Piriformospora isolates
Jolien Venneman
Kris Audenaert
Jan Verwaeren
Geert Baert
Pascal Boeckx
Adrien M Moango
Benoît D Dhed’a
Danny Vereecke
Geert Haesaert
A1
Journal Article
in
FRONTIERS IN MICROBIOLOGY
2017
The digitization of a food package’s life cycle : existing and emerging computer systems in the logistics and post-logistics phase
Mike Vanderroost
Peter Ragaert
Jan Verwaeren
Bruno De Meulenaer
Bernard De Baets
Frank Devlieghere
A1
Journal Article
in
COMPUTERS IN INDUSTRY
2017
The digitization of a food package’s life cycle : existing and emerging computer systems in the pre-logistics phase
Mike Vanderroost
Peter Ragaert
Jan Verwaeren
Bruno De Meulenaer
Bernard De Baets
Frank Devlieghere
A1
Journal Article
in
COMPUTERS IN INDUSTRY
2017
2015
A decoy-free approach to the identification of peptides
Giulia Gonnelli
Michiel Stock
Jan Verwaeren
Davy Maddelein
Bernard De Baets
Lennart Martens
Sven Degroeve
A1
Journal Article
in
JOURNAL OF PROTEOME RESEARCH
2015
A search grid for parameter optimization as a byproduct of model sensitivity analysis
Jan Verwaeren
Pieter Van der Weeën
Bernard De Baets
A1
Journal Article
in
APPLIED MATHEMATICS AND COMPUTATION
2015
Accounting for image uncertainty in SAR-based flood mapping
Laura Giustarini
Hilde Vernieuwe
Jan Verwaeren
Marco Chini
Renaud Hostache
Patrick Matgen
Niko Verhoest
Bernard De Baets
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
2015
An interval estimator for the unmixing of mixtures with set-based source descriptions
Jan Verwaeren
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2015
Milk fatty acids as possible biomarkers to diagnose hyperketonemia in early lactation
Sasitorn Jorjong
ATM van Knegsel
Jan Verwaeren
RM Bruckmaier
Bernard De Baets
B Kemp
Veerle Fievez
A1
Journal Article
in
JOURNAL OF DAIRY SCIENCE
2015
Mobile monitoring for mapping spatial variation in urban air quality: development and validation of a methodology based on an extensive dataset
Joris Van den Bossche
Jan Peters
Jan Verwaeren
Dick Botteldooren
Jan Theunis
Bernard De Baets
A1
Journal Article
in
ATMOSPHERIC ENVIRONMENT
2015
Predicting consumer acceptance of packaged meat using L1-regularized ordinal regression
Marc Sader
Jan Verwaeren
Angelos-Gerasimos Ioannidis
Mike Vanderroost
Frank Devlieghere
Bernard De Baets
A2
Journal Article
in
COMMUNICATIONS IN AGRICULTURAL AND APPLIED BIOLOGICAL SCIENCES
2015
2014
Mathematical optimization methods for the analysis of compositional data: subset selection, unmixing and prediction
Jan Verwaeren
Bernard De Baets
Dissertation
2014
Milk fatty acids as possible biomarkers to early diagnose elevated concentrations of blood plasma nonesterified fatty acids in dairy cows
Sasitorn Jorjong
ATM van Knegsel
Jan Verwaeren
M Val Lahoz
RM Bruckmaier
Bernard De Baets
B Kemp
Veerle Fievez
A1
Journal Article
in
JOURNAL OF DAIRY SCIENCE
2014
2013
Countering the negative search bias of Ant Colony Optimization in subset selection problems
Jan Verwaeren
Karolien Scheerlinck
Bernard De Baets
A1
Journal Article
in
COMPUTERS & OPERATIONS RESEARCH
2013
Habitat prediction and knowledge extraction for spawning European grayling (Thymallus thymallus L.) using a broad range of species distribution models
Shinji Fukuda
Bernard De Baets
Willem Waegeman
Jan Verwaeren
Ans Mouton
A1
Journal Article
in
ENVIRONMENTAL MODELLING & SOFTWARE
2013
2012
Learning partial ordinal class memberships with kernel-based proportional odds models
Jan Verwaeren
Willem Waegeman
Bernard De Baets
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2012
Modeling the photocatalytic degradation of moxifloxacin by means of a stochastic cellular automaton
Pieter Van der Weeën
Jan Baetens
Jan Verwaeren
Xander Van Doorslaer
Philippe Heynderickx
Jo Dewulf
Bernard De Baets
A1
Journal Article
in
CHEMICAL ENGINEERING JOURNAL
2012
2011
Incorporating prior knowledge in multiple output regression with application to chemometrics
Jan Verwaeren
Willem Waegeman
Bernard De Baets
C3
Conference
2011
Supervised learning algorithms for multi-class classification problems with partial class memberships
Willem Waegeman
Jan Verwaeren
Bram Slabbinck
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2011
2010
Ensemble methods for multi-label learning of compositional data
Jan Verwaeren
Willem Waegeman
Bernard De Baets
C1
Conference
2010
Learning partial ordinal class memberships in a proportional odds setting
Jan Verwaeren
Willem Waegeman
Bernard De Baets
C1
Conference
2010
2009
Learning ordinal partial class memberships with kernel-based proportional odds models
Willem Waegeman
Jan Verwaeren
Bernard De Baets
C3
Conference
2009