Wouter Verbeke
- A Novel Profit Maximizing Metric for Measuring Classification Performance of Customer Churn Prediction Models
2012/03/06 by Thomas Verbraken, Wouter Verbeke, Bart Baesens · 6 citations
Business, Management and Accounting · Computer Science · #Customer churn and segmentation #Data Mining Algorithms and Applications #Imbalanced Data Classification Techniques
- A new perspective on classification: optimally allocating limited resources to uncertain tasks
2022/02/09 by Toon Vanderschueren, Vanderschueren, Toon, Bart Baesens +5 · 2 citations
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time
2023/06/07 by Toon Vanderschueren, Alicia Curth, Vanderschueren, Toon +5 · 2 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Uplift modeling with continuous treatments: A predict-then-optimize approach
2024/12/12 by Simon De Vos, De Vos, Simon, Christopher Bockel-Rickermann +5 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- Causal Simulations for Uplift Modeling
2019/02/01 by Jeroen Berrevoets, Berrevoets, Jeroen, Wouter Verbeke +1 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Auction Theory and Applications
- A new perspective on classification: Optimally allocating limited resources to uncertain tasks
2023/12/29 by Toon Vanderschueren, Bart Baesens, Tim Verdonck +1 · 2 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Data Stream Mining Techniques #Imbalanced Data Classification Techniques
- Uplift vs. predictive modeling: a theoretical analysis
2023/09/21 by Théo Verhelst, Verhelst, Théo, Robin Petit +5 · 1 citation
Economics, Econometrics and Finance · Decision Sciences · #Firm Innovation and Growth #Innovation Diffusion and Forecasting #Innovation Policy and R&D
- Beware of "Explanations" of AI
2025/04/09 by David Martens, Martens, David, Galit Shmueli +31 · 3 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
2024/05/29 by Bruno Deprez, Toon Vanderschueren, Deprez, Bruno +7 · 3 citations
Social Sciences · #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Optimizing Treatment Allocation in the Presence of Interference
2024/09/30 by Daan Caljon, Jente Van Belle, Caljon, Daan +5 · 2 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Statistical Methods in Clinical Trials #cs.LG #cs.SI #stat.ML
- Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation
2024/06/12 by Christopher Bockel-Rickermann, Bockel-Rickermann, Christopher, Toon Vanderschueren +5 · 1 citation
Physics and Astronomy · #62D20 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiation Detection and Scintillator Technologies
- Metalearners for Ranking Treatment Effects
2024/05/03 by Toon Vanderschueren, Vanderschueren, Toon, Wouter Verbeke +5 · 1 citation
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Epidemiology
- Using dynamic loss weighting to boost improvements in forecast stability
2024/09/26 by Daan Caljon, Caljon, Daan, Jeff Vercauteren +7 · 1 citation
Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML