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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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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- Journal Article
- A1
- open access
Dynamic multi-behaviour, orientation-invariant re-identification of Holstein-Friesian cattle

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

(2025) SENSORS. 25(10).
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- Journal Article
- A1
- open access
A deep learning approach to perform defect classification of freeze-dried product

Quentin Hervé (UGent) , Nusret Ipek (UGent) , Jan Verwaeren (UGent) and Thomas De Beer (UGent)

(2025) INTERNATIONAL JOURNAL OF PHARMACEUTICS. 670.
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- Journal Article
- A1
- open access
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 (UGent) , Odemir Martinez Bruno (UGent) and Bernard De Baets (UGent)

(2025) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 231.
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- Journal Article
- A1
- open access
Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, 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. 669.
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- Journal Article
- A1
- open access
Towards good modelling practice for parallel hybrid models for wastewater treatment processes

Loes Verhaeghe (UGent) , Jan Verwaeren (UGent) , Gamze Kirim, Saba Daneshgar (UGent) , Peter A. Vanrolleghem and Elena Torfs (UGent)

(2024) WATER SCIENCE AND TECHNOLOGY. 89(11). p.2971-2990
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Automated particle inspection of continuously freeze-dried products using computer vision

Quentin Hervé (UGent) , Nusret Ipek (UGent) , Jan Verwaeren (UGent) and Thomas De Beer (UGent)

(2024) INTERNATIONAL JOURNAL OF PHARMACEUTICS. 664.

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