Ghent University Academic Bibliography

Your filters: cql: keyword exact "Neural Networks"

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Distractor generation for multiple-choice questions with predictive prompting and large language models

Semere Kiros Bitew, Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2025) MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II. In Communications in Computer and Information Science 2134. p.48-63
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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
Energy-based exploration for reinforcement learning of underactuated mechanical systems

Jeroen Taets (UGent) , Tom Lefebvre (UGent) , Frederik Ostyn (UGent) and Guillaume Crevecoeur (UGent)

(2025) IEEE ACCESS. 13. p.98847-98859
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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
Reconstruction of tungsten concentration in WEST plasma core with machine learning

D. Mazon, A. Jardin, V Gerenton, Y. Savoye-Peysson, Geert Verdoolaege (UGent) , H. Wu, M. Chernyshova, A. Wojenski, J. Colnel, D. Guibert, et al.

(2025) PLASMA PHYSICS AND CONTROLLED FUSION. 67(7).
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- Journal Article
- A1
- open access
Improving post-training quantization via probabilistic programming

Kui Liu (UGent) , Bart Goossens (UGent) , Tom De Schepper and Wilfried Philips (UGent)

(2025) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 35(12). p.11950-11964
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- Journal Article
- A1
- open access
Physics-informed ensembles of dual extended kalman filters for online state and parameter estimation of mechatronic systems

Cedric Van Heck (UGent) , Matthias Vandeputte (UGent) , Annelies Coene (UGent) and Guillaume Crevecoeur (UGent)

(2025) MECHANICAL SYSTEMS AND SIGNAL PROCESSING. 229.
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- PhD Thesis
- open access
Learning analytics with neural networks : addressing open challenges through uncertainty quantification and natural language processing

Arthur Thuy (UGent)

(2025)
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- Journal Article
- A1
- open access
Linguistic annotation of Byzantine book epigrams

Colin Swaelens (UGent) , Ilse De Vos (UGent) and Els Lefever (UGent)

(2025) LANGUAGE RESOURCES AND EVALUATION. 59(1). p.109-134
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- Journal Article
- A2
- open access
Data-driven communicative behaviour generation : a survey

Nurziya Oralbayeva, Amir Aly, Anara Sandygulova and Tony Belpaeme (UGent)

(2024) ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION. 13(1).

Academic Bibliography

Distractor generation for multiple-choice questions with predictive prompting and large language models

A multitask modelling framework for tablet manufacturability and quality attributes in direct compression using knowledge-guided neural networks

Energy-based exploration for reinforcement learning of underactuated mechanical systems

Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, knowledge-guided neural networks

Reconstruction of tungsten concentration in WEST plasma core with machine learning

Improving post-training quantization via probabilistic programming

Physics-informed ensembles of dual extended kalman filters for online state and parameter estimation of mechatronic systems

Learning analytics with neural networks : addressing open challenges through uncertainty quantification and natural language processing

Linguistic annotation of Byzantine book epigrams

Data-driven communicative behaviour generation : a survey

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