Ghent University Academic Bibliography

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Handling veracity in multi-class SVM classification

Marcelo Eduardo Loor Romero (UGent) , Ana Tapia-Rosero and Guy De Tré (UGent)

(2026) INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2026, PT III. In Communications in Computer and Information Science 3021. p.524-537
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- Journal Article
- A1
- open access
Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2025) APPLIED SCIENCES-BASEL. 15(20).
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A multi-module explainable artificial intelligence framework for project risk management : enhancing transparency in decision-making

Bodrunnessa Badhon, Ripon K. Chakrabortty, Sreenatha G. Anavatti and Mario Vanhoucke (UGent)

(2025) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 148.
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- open access
Unraveling genotype–phenotype associations and predictive modeling of outcome in acute myeloid leukemia

Artuur Couckuyt, Sofie Van Gassen (UGent) , Annelies Emmaneel (UGent) , Vince Janda (UGent) , Malicorne Buysse (UGent) , Ine Moors (UGent) , Jan Philippé (UGent) , Mattias Hofmans (UGent) , Tessa Kerre (UGent) , Yvan Saeys (UGent) , et al.

(2025) CYTOMETRY PART B-CLINICAL CYTOMETRY. 108(5). p.366-377
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Explainable time-to-progression predictions in multiple sclerosis

Robbe D’hondt, Klest Dedja, Sofie Aerts, Bart Van Wijmeersch, Tomas Kalincik, Stephen Reddel, Eva Kubala Havrdova, Alessandra Lugaresi, Bianca Weinstock-Guttman, Saloua Mrabet, et al.

(2025) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 263.
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Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

Bastian Pfeifer, Arne Gevaert (UGent) , Markus Loecher and Andreas Holzinger

(2025) INFORMATION SCIENCES. 690.
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- Conference Paper
- P1
- open access
Handling veracity of SVM predictions

Marcelo Eduardo Loor Romero (UGent) , Ana Tapia Rosero and Guy De Tré (UGent)

(2024) INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2024, VOL 1. In Lecture Notes in Networks and Systems 1174. p.51-61
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- open access
360 Degrees rumor detection : when explanations got some explaining to do

Bram Janssens (UGent) , Lisa Schetgen (UGent) , Matthias Bogaert (UGent) , Matthijs Meire and Dirk Van den Poel (UGent)

(2024) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 317(2). p.366-381
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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
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Machine learning and explainable artificial intelligence for the prevention of waterborne cryptosporidiosis and giardiosis

Panagiota Ligda, Nikolaos Mittas, George Z. Kyzas, Edwin Claerebout (UGent) and Smaragda Sotiraki

(2024) WATER RESEARCH. 262.

Academic Bibliography

Handling veracity in multi-class SVM classification

Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard

A multi-module explainable artificial intelligence framework for project risk management : enhancing transparency in decision-making

Unraveling genotype–phenotype associations and predictive modeling of outcome in acute myeloid leukemia

Explainable time-to-progression predictions in multiple sclerosis

Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

Handling veracity of SVM predictions

360 Degrees rumor detection : when explanations got some explaining to do

Explainability through uncertainty : trustworthy decision-making with neural networks

Machine learning and explainable artificial intelligence for the prevention of waterborne cryptosporidiosis and giardiosis

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