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Wouter Verbeke
Wouter Verbeke
Professor of Decision Science, KU Leuven, Faculty of Economics and Business
在 kuleuven.be 的电子邮件经过验证 - 首页
标题
引用次数
年份
A Causal Machine Learning Approach for the Influence Maximization Problem
D Caljon, W Verbeke
ORBEL 38, Location: Antwerp, 2024
2024
A Causal Perspective on Credit Risk: Why you should stop predicting and start managing
C Bockel genannt Rickermann, T Verdonck, W Verbeke
16th International Conference on Computational and Financial Econometrics …, 2022
2022
A Causal Perspective on Loan Pricing
C Bockel genannt Rickermann, W Verbeke, T Verdonck
Open Flanders AI Research Day, Location: Mechelen, Belgium, 2023
2023
A Causal Perspective on Loan Pricing--Investigating the Impacts of Selection Bias on Bid Response Modeling
C Bockel genannt Rickermann, W Verbeke, T Verdonck
European Conference on Machine Learning and Principles and Practice of …, 2023
2023
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions
C Bockel-Rickermann, S Verboven, T Verdonck, W Verbeke
arXiv preprint arXiv:2309.03730, 2023
2023
A closer look at voting methods for cost-sensitive ensembles
G Petrides, W Verbeke
21st Conference of the International Federation of Operational Research …, 2017
2017
A comparative study of social network classifiers for predicting churn in the telecommunication industry
M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ...
2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016
402016
A data-driven method for energy consumption prediction and energy-efficient routing of electric vehicles in real-world conditions
C De Cauwer, W Verbeke, T Coosemans, S Faid, J Van Mierlo
Energies 10 (5), 608, 2017
1552017
A literature survey and experimental evaluation of the state-of-the-art in uplift modeling: A stepping stone toward the development of prescriptive analytics
F Devriendt, D Moldovan, W Verbeke
Big data 6 (1), 13-41, 2018
1422018
A model for range estimation and energy-efficient routing of electric vehicles in real-world conditions
C De Cauwer, W Verbeke, J Van Mierlo, T Coosemans
IEEE Transactions on Intelligent Transportation Systems 21 (7), 2787-2800, 2019
512019
A New Class of Relational Classification Techniques Based on Centrality Measures
D Robert, W Verbeke, T Crispeels, M Óskarsdóttir, B Baesens
21st Conference of the International Federation of Operational Research …, 2017
2017
A new perspective on classification: optimally allocating limited resources to uncertain tasks
T Vanderschueren, B Baesens, T Verdonck, W Verbeke
Decision Support Systems 179, 114151, 2024
72024
A novel credit rating migration modeling approach using macroeconomic indicators
K Berteloot, W Verbeke, G Castermans, T Van Gestel, D Martens, ...
Journal of Forecasting 32 (7), 654-672, 2013
132013
A novel profit maximizing metric for measuring classification performance of customer churn prediction models
T Verbraken, W Verbeke, B Baesens
IEEE transactions on knowledge and data engineering 25 (5), 961-973, 2012
1942012
A predict-then-optimize approach for uplift modeling with continuous individual treatment effects
S De Vos, W Verbeke
33rd European Conference on Operational Research, Date: 2024/06/30-2024/07 …, 2024
2024
A profit based approach for evaluating LGD regressions
W Verbeke, C Bravo
Credit Scoring and Credit Control XIV Conference, 2015
2015
A profit-based approach for evaluating business-oriented regressions
C Bravo, W Verbeke
2017
A profit-based performance measure for consumer credit scoring models
T Verbraken, W Verbeke, C Bravo, R Weber, B Baesens
IADIS European Conference on Data Mining 2012 (ECDM'12), Lisbon, Portugal, 2012
2012
A review and experimental evaluation of the state-of-the-art in text classification
M Reusens, A Stevens, J Tonglet, J De Smedt, W Verbeke
37th Annual Conference of the Belgian Operatonal Research Society, ORBEL 37 …, 2023
2023
A Robust profit measure for binary classification model evaluation
F Garrido, W Verbeke, C Bravo
Expert Systems with Applications 92, 154-160, 2018
282018
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