Sam Verboven

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Decision Support

Binary Classification Tasks

Multitask Learning

Top Venues

Decis. Support Syst.

Publications

Arno De Caigny, Koen W. De Bock, Sam Verboven
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis. Decis. Support Syst. 181 (2024)
Emilie Grégoire, Muhammad Hafeez Chaudhary, Sam Verboven
Sample-level weighting for multi-task learning with auxiliary tasks. Appl. Intell. 54 (4) (2024)
Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets, Vincent Ginis, Wouter Verbeke
HydaLearn. Appl. Intell. 53 (5) (2023)
Christopher Bockel-Rickermann, Sam Verboven, Tim Verdonck, Wouter Verbeke
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions. CoRR (2023)
Emilie Grégoire, Muhammad Hafeez Chaudhary, Sam Verboven
Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks. CoRR (2023)
Emilie Grégoire, Sam Verboven
Towards Sustainable Power Systems: Exploring the Opportunities of Multi-task Learning for Battery Degradation Forecasting. AI4KMES@ECAI (2023)
Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Niels Martin, Sam Verboven, Hajo A. Reijers
Mining Statistical Relations for Better Decision Making in Healthcare Processes. ICPM (2022)
Sam Verboven, Jeroen Berrevoets, Chris Wuytens, Bart Baesens, Wouter Verbeke
Autoencoders for strategic decision support. Decis. Support Syst. 150 (2021)
Sam Verboven, Niels Martin
Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes. ICPM Workshops (2021)
Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets, Wouter Verbeke
HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks. CoRR (2020)
Sam Verboven, Jeroen Berrevoets, Chris Wuytens, Bart Baesens, Wouter Verbeke
Autoencoders for strategic decision support. CoRR (2020)
Jeroen Berrevoets, Sam Verboven, Wouter Verbeke
Optimising Individual-Treatment-Effect Using Bandits. CoRR (2019)
Sam Verboven, Kurt Vanmechelen, Jan Broeckhove
Network Aware Scheduling for Virtual Machine Workloads with Interference Models. IEEE Trans. Serv. Comput. 8 (4) (2015)
Sam Verboven, Kurt Vanmechelen, Jan Broeckhove
Black box scheduling for resource intensive virtual machine workloads with interference models. Future Gener. Comput. Syst. 29 (8) (2013)
Sam Verboven, Kurt Vanmechelen, Jan Broeckhove
Multiplexing Low and High QoS Workloads in Virtual Environments. JSSPP (2010)
Peter Hellinckx, Sam Verboven, Frans Arickx, Jan Broeckhove
Predicting Parameter Sweep Jobs: From Simulation to Grid Implementation. CISIS (2009)
Sam Verboven, Peter Hellinckx, Frans Arickx, Jan Broeckhove
Runtime Prediction Based Grid Scheduling of Parameter Sweep Jobs. APSCC (2008)
Sam Verboven, Peter Hellinckx, Jan Broeckhove, Frans Arickx
Dynamic Grid Scheduling Using Job Runtime Requirements and Variable Resource Availability. Euro-Par (2008)