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W

Wouter Verbeke

Faculty of Economics and Business

30H-index
183Paper Count
3.7KCitation Count
Published Papers 48
Publication Date
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Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
errData Mining and Knowledge Discovery
IF4.3
err2026-08-04
err0
PREAI
errFélix Vandervorst; Bruno Deprez; Wouter Verbeke; Tim Verdonck
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errSave
Uplift modeling with continuous treatments: A predict-then-optimize approach
errEuropean Journal of Operational Research
IF6
err2025-10-27
err0
PREAI
errSimon De Vos; Christopher Bockel-Rickermann; Stefan Lessmann; Wouter Verbeke
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errSave
A prescriptive analytics framework for jointly optimizing retention incentives and targeting
errKnowledge-Based Systems
IF7.6
err2025-10-17
err0
PREAI
errPaolo Latorre; Armando Meza; Héctor López-Ospina; Wouter Verbeke; Juan Pérez
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errSave
Optimizing treatment allocation in the presence of interference
errEuropean Journal of Operational Research
IF6
err2025-09-15
err0
PREAI
errDaan Caljon; Jente Van Belle; Jeroen Berrevoets; Wouter Verbeke
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errSave
Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review
errcomputational statistics
IF0
err2025-08-21
err0
PREAI
errBruno Deprez; Wei Wei; Wouter Verbeke; Bart Baesens; Kevin Mets; Tim Verdonck
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errSave
Using dynamic loss weighting to boost improvements in forecast stability
errInternational Journal of Forecasting
IF7.1
err2025-08-19
err0
PREAI
errDaan Caljon; Jeff Vercauteren; Simon De Vos; Wouter Verbeke; Jente Van Belle
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errSave
Can causal machine learning reveal individual bid responses of bank customers? - A study on mortgage loan applications in Belgium
errDECISION SUPPORT SYSTEMS
IF6.8
err2025-03-01
err0
PREAI
errBockel-Rickermann, C; Verboven, S; Verdonck, T; Verbeke, W
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errSave
To change or not to change the lead time in a dynamic order-up-to inventory system?
errJOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
IF2.7
err2025-01-01
err0
PREAI
errJente Van Belle; Ruben Crevits; Tias Guns; Wouter Verbeke
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errSave
Target informed client recruitment for efficient federated learning in healthcare
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-12-18
err0
errOAAI
errScheltjens, Vincent; Momo, Lyse Naomi Wamba; Verbeke, Wouter; De Moor, Bart
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errSave
Probabilistic Forecasting With Modified N-BEATS Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err0
PREAI
errVan Belle, Jente; Crevits, Ruben; Caljon, Daan; Verbeke, Wouter
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errSave
Predicting Employee Turnover: Scoping and Benchmarking the State-of-the-Art (Oct, 10.1007/s12599-024-00898-z, 2024)
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2024-11-11
err0
errOAAI
errDe Vos, Simon; Bockel-Rickermann, Christopher; Van Belle, Jente; Verbeke, Wouter
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errSave
Evaluating text classification: A benchmark study
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err1
errOAAI
errReusens, Manon; Stevens, Alexander; Tonglet, Jonathan; De Smedt, Johannes; Verbeke, Wouter; vanden Broucke, Seppe; Baesens, Bart
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errSave
Predicting Employee Turnover: Scoping and Benchmarking the State-of-the-Art
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2024-10-16
err1
PREAI
errDe Vos, Simon; Bockel-Rickermann, Christopher; Van Belle, Jente; Verbeke, Wouter
errShare
errSave
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err26
errOAAI
errDe Bock, Koen W.; Coussement, Kristof; De Caigny, Arno; Slowinski, Roman; Baesens, Bart; Boute, Robert N.; Choi, Tsan-Ming; Delen, Dursun; Kraus, Mathias; Lessmann, Stefan; Maldonado, Sebastian; Martens, David; Oskarsdottir, Maria; Vairetti, Carla; Verbeke, Wouter; Weber, Richard
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errSave
Data-driven internal mobility: Similarity regularization gets the job done
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err0
PREAI
errDe Vos, Simon; De Smedt, Johannes; Verbruggen, Marijke; Verbeke, Wouter
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errSave
A new perspective on classification: Optimally allocating limited resources to uncertain tasks
errDECISION SUPPORT SYSTEMS
IF6.8
err2024-04-01
err1
errOAAI
errVanderschueren, Toon; Baesens, Bart; Verdonck, Tim; Verbeke, Wouter
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errSave
Fraud analytics: A decade of research Organizing challenges and solutions in the field
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err5
errOAAI
errBockel-Rickermann, Christopher; Verdonck, Tim; Verbeke, Wouter
errShare
errSave
Improving forecast stability using deep learning
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2023-07-01
err5
PREAI
errVan Belle, Jente; Crevits, Ruben; Verbeke, Wouter
errShare
errSave
Optimizing the preventive maintenance frequency with causal machine
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2023-04-01
err4
errOAAI
errVanderschueren, Toon; Boute, Robert; Verdonck, Tim; Baesens, Bart; Verbeke, Wouter
errShare
errSave
To do or not to do? Cost-sensitive causal classification with individual treatment effect estimates
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-03-01
err10
PREAI
errVerbeke, Wouter; Olaya, Diego; Guerry, Marie-Anne; Van Belle, Jente
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Tsan‐Ming Choi
H-index: 93 · Papers: 613
B
Bart De Moor
H-index: 89 · Papers: 1.1K
R
Roman Słowiński
H-index: 82 · Papers: 517
J
Joeri Van Mierlo
H-index: 79 · Papers: 847
B
Bart Baesens
H-index: 69 · Papers: 510
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