Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Jan Verwaeren

Faculty of Bioscience Engineering > Department of Data analysis and mathematical modelling

ORCID iD: 0000-0001-9978-501X

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- Journal Article
- A1
- open access
Query-guided expansion and contraction of document sets

Arne Deloose (UGent) , Bernard De Baets (UGent) and Jan Verwaeren (UGent)

(2026) INFORMATION SCIENCES. 726.
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- Journal Article
- A1
- open access
Explainable AI for aquatic environmental intelligence : a SHAP-enhanced LSTM approach using high-frequency water quality data in a river system

Sait Mutlu Karahan (UGent) , Wouter Vandenbruwaene (UGent) , Janelcy Alferes Castano and Jan Verwaeren (UGent)

(2025) JOURNAL OF HYDROINFORMATICS. 27(12). p.1918-1928
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- Conference Paper
- C3
Neural network approach to direct compression : integrating expert knowledge and data

Manuel Borja Lopez Pelaez (UGent) , Jens Dhondt, Johny Bertels, Daan Van Hauwermeiren (UGent) and Jan Verwaeren (UGent)

(2025) Compaction Simulation Forum, Abstracts.
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A multitask modelling framework for tablet manufacturability and quality attributes in direct compression using knowledge-guided neural networks

Manuel Borja Lopez Pelaez (UGent) , Jens Dhondt, Johny Bertels, Daan Van Hauwermeiren (UGent) and Jan Verwaeren (UGent)

(2025) INTERNATIONAL JOURNAL OF PHARMACEUTICS. 686.
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- Journal Article
- A1
- open access
Digital model-driven cell & gene therapy process development

Evan Claes (UGent) , Tommy Heck, Roger Dalmau-Diaz, Mark Duerkop, Filip Donvil, Anais Schaschkow, Britt Van Ballaer, Jan Verwaeren (UGent) and Jan Schrooten

(2025) BIOTECHNOLOGY AND BIOENGINEERING. 122(12). p.3271-3284
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Evaluating the effect of anomalous images on computer vision-based wood identification models

Ruben De Blaere (UGent) , Kévin Lievens, Victor Deklerck, Tom De Mil (UGent) , Wannes Hubau (UGent) , Hans Beeckman, Jan Verwaeren (UGent) and Jan Van den Bulcke (UGent)

(2025) WOOD SCIENCE AND TECHNOLOGY. 59(6).
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- Journal Article
- A1
- open access
Towards smart water monitoring : IoT-driven LSTM modelling for multi-step-ahead forecasting of river salinity dynamics

Sait Mutlu Karahan (UGent) , Wouter Vandenbruwaene (UGent) , Janelcy Alferes Castano (UGent) , Frie Van Bauwel, Maarten Van Loo and Jan Verwaeren (UGent)

(2025) JOURNAL OF ENVIRONMENTAL MANAGEMENT. 394.
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- Journal Article
- A1
- open access
Optimizing plant production through drone-based remote sensing and label-free instance segmentation for individual plant phenotyping

Ruth Hofman (UGent) , Joris Mattheijssens (UGent) , Johan Van Huylenbroeck, Jan Verwaeren (UGent) and Peter Lootens

(2025) HORTICULTURAE. 11(9).
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- Journal Article
- A1
- open access
AniDomNet : a sequential pairwise model for inferring dynamic animal dominance hierarchies

Nusret Ipek (UGent) , Frank Tuyttens (UGent) , Bernard De Baets (UGent) and Jan Verwaeren (UGent)

(2025) METHODS IN ECOLOGY AND EVOLUTION. 16(9). p.2145-2163
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- Journal Article
- A2
- open access
Consistent multi-animal pose estimation in cattle using dynamic Kalman filter based tracking

Maarten Perneel (UGent) , Ines Adriaens (UGent) , Ben Aernouts and Jan Verwaeren (UGent)

(2025) SMART AGRICULTURAL TECHNOLOGY. 11.

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