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The dual quest for interpretability and performance in credit scoring via spline-rule ensembles
Simon De Lange
UGent, Matthias Bogaert
UGent, Koen De Bock
UGent and Dirk Van den Poel
UGent
(2026)
INFORMATION SYSTEMS FRONTIERS.
p.1-19
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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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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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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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PerfoRank : cluster-based performance ranking for improved performance evaluation and estimation in professional cycling
Bram Janssens
UGent and Matthias Bogaert
UGent
(2025)
MACHINE LEARNING.
114(1).
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Profit-driven pre-processing in B2B customer churn modeling using fairness techniques
Shimanto Rahman
UGent, Bram Janssens
UGent and Matthias Bogaert
UGent
(2025)
JOURNAL OF BUSINESS RESEARCH.
189.
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Customer experiences and coping behaviors during crisis situations : the role of service adaptation and service transformation
Bart Larivière
UGent, Lisa Schetgen
UGent, Matthias Bogaert
UGent and Dirk Van den Poel
UGent
(2025)
JOURNAL OF BUSINESS RESEARCH.
188.
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Fast and reliable uncertainty quantification with neural network ensembles for industrial image classification
Arthur Thuy
UGent and Dries Benoit
UGent
(2024)
ANNALS OF OPERATIONS RESEARCH.
353(2).
p.517-543
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High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs
Dries Benoit
UGent, Wai Tsang, Kristof Coussement and Annelies Raes
(2024)
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE.
198.
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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