Ghent University Academic Bibliography

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

Semere Kiros Bitew (UGent) , 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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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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- A2
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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).
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An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

Gaetan De Waele (UGent) , Willem Waegeman (UGent) and Gerben Menschaert (UGent)

(2024) ELIFE. 13.
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Improved deep learning based ECG classification through automated feature selection and weighted loss function

Timo De Waele (UGent) , Daniel Peralta (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2024) 2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024. In IEEE International Joint Conference on Neural Networks (IJCNN) 3. p.1-8
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A functional atlas of the cerebellum based on NeuroSynth task coordinates

Frank Van Overwalle, Qianying Ma, Naem Haihambo, Tom Bylemans, Beatriz Catoira, Mahyar Firouzi, Meijia Li, Min Pu, Elien Heleven, Chris Baeken (UGent) , et al.

(2024) CEREBELLUM. 23(3). p.993-1012
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Clinical reasoning over tabular data and text with bayesian networks

Paloma Rabaey (UGent) , Johannes Deleu (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2024) ARTIFICIAL INTELLIGENCE IN MEDICINE, PT I, AIME 2024. In Lecture Notes in Artificial Intelligence 14844. p.229-250
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Explainability through uncertainty : trustworthy decision-making with neural networks

Arthur Thuy (UGent) and Dries Benoit (UGent)

(2024) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 317(2). p.330-340

Academic Bibliography

Linguistic annotation of Byzantine book epigrams

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

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

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

Data-driven communicative behaviour generation : a survey

An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

Improved deep learning based ECG classification through automated feature selection and weighted loss function

A functional atlas of the cerebellum based on NeuroSynth task coordinates

Clinical reasoning over tabular data and text with bayesian networks

Explainability through uncertainty : trustworthy decision-making with neural networks

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