Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Matthias Bogaert

Faculty of Economics and Business Administration > Department of Marketing, Innovation and Organisation

ORCID iD: 0000-0002-4502-0764

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Towards proactive maintenance of split-system air conditioners using sensor data

Yaël De Rocker (UGent) , Matthias Bogaert (UGent) and Dirk Van den Poel (UGent)

(2026) 2026 Flanders Make Scientific Conference, Abstracts.
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Predicting and explaining customer data sharing in the open banking

John Gonçalves de Brito (UGent) , Rodrigo Heldt, Cleo S. Silveira, Matthias Bogaert (UGent) , Guilherme B. Bucco, Fernando B. Luce, João L. Becker, Filipe J. Zabala and Michel J. Anzanello

(2026) Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, revised selected papers, part IV. In Communications in Computer and Information Science 2561. p.93-105
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Advancing marketing strategies with AI : a granular approach to understanding and enhancing marketer-generated content on peer-to-peer accommodation platforms

Daan Rumes, Xiao Wang (UGent) , Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2026) 2026 AMA Winter Academic Conference : Bridging at the frontiers : marketing for a world in transition. In Proceedings 37. p.318-321
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- Conference Paper
- C3
- open access
A coevolutionary approach for optimizing interpretable rule ensembles

Simon De Lange (UGent) , Matthias Bogaert (UGent) , Koen W. De Bock and Dirk Van den Poel (UGent)

(2026) ORBEL 40 : 40th annual conference of the Belgian Operational Research Society, Booklet of abstracts. p.72-73
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- Conference Paper
- C1
- open access
LLM-assisted topic reduction for BERTopic on social media data

Wannes Janssens (UGent) , Matthias Bogaert (UGent) and Dirk Van den Poel (UGent)

(2026) Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, revised selected papers, part I. In Communications in Computer and Information Science 2839. p.426-438
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- Journal Article
- A1
- open access
A comparative analysis of topic reduction techniques for BERTopic

Wannes Janssens (UGent) , Matthias Bogaert (UGent) and Dirk Van den Poel (UGent)

(2025) IEEE ACCESS. 13. p.204087-204103
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- Conference Paper
- C3
Leveraging sensor data for fault detection in split-system air conditioners

Yaël De Rocker (UGent) , Matthias Bogaert (UGent) and Dirk Van den Poel (UGent)

(2025) 56th Annual Conference of the Decision Sciences Institute, Abstracts.
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Ensemble learning for operations research and business analytics

Koen W. De Bock, Matthias Bogaert (UGent) and Philippe du Jardin

(2025) ANNALS OF OPERATIONS RESEARCH. 353(2). p.419-448
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- Conference Paper
- C3
- open access
The dual quest for interpretability and performance in credit scoring via spline-rule ensembles

Simon De Lange (UGent) , Matthias Bogaert (UGent) , Koen W. De Bock and Dirk Van den Poel (UGent)

(2025) Abstracts of the 19th iteration of the Credit Scoring and Credit Control conference.
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Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoring

Matteo Ballegeer (UGent) , Matthias Bogaert (UGent) and Dries Benoit (UGent)

(2025) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 326(3). p.630-640

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