Sam Verboven

According to our database, Sam Verboven authored at least 18 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hybrid black-box classification for customer churn prediction with segmented interpretability analysis.

Arno De Caigny, Koen W. De Bock, Sam Verboven

Decis. Support Syst., 2024

Sample-level weighting for multi-task learning with auxiliary tasks.

Emilie Grégoire, Muhammad Hafeez Chaudhary, Sam Verboven

Appl. Intell., 2024

2023

HydaLearn.

Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets, Vincent Ginis, Wouter Verbeke

Appl. Intell., March, 2023

A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions.

Christopher Bockel-Rickermann, Sam Verboven, Tim Verdonck, Wouter Verbeke

CoRR, 2023

Towards Sustainable Power Systems: Exploring the Opportunities of Multi-task Learning for Battery Degradation Forecasting.

Emilie Grégoire, Sam Verboven

Proceedings of the Artificial Intelligence for Knowledge Management, Energy and Sustainability, 2023

2022

Mining Statistical Relations for Better Decision Making in Healthcare Processes.

Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Niels Martin, Sam Verboven, Hajo A. Reijers

Proceedings of the 4th International Conference on Process Mining, 2022

2021

Autoencoders for strategic decision support.

Sam Verboven, Jeroen Berrevoets, Chris Wuytens, Bart Baesens, Wouter Verbeke

Decis. Support Syst., 2021

Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes.

Sam Verboven, Niels Martin

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

2020

HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks.

Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets, Wouter Verbeke

CoRR, 2020

2019

Optimising Individual-Treatment-Effect Using Bandits.

Jeroen Berrevoets, Sam Verboven, Wouter Verbeke

CoRR, 2019

2015

Network Aware Scheduling for Virtual Machine Workloads with Interference Models.

Sam Verboven, Kurt Vanmechelen, Jan Broeckhove

IEEE Trans. Serv. Comput., 2015

2013

Model driven scheduling for virtualized workloads

Sam Verboven

PhD thesis, 2013

Black box scheduling for resource intensive virtual machine workloads with interference models.

Sam Verboven, Kurt Vanmechelen, Jan Broeckhove

Future Gener. Comput. Syst., 2013

2010

Multiplexing Low and High QoS Workloads in Virtual Environments.

Sam Verboven, Kurt Vanmechelen, Jan Broeckhove

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2010

2009

Runtime Prediction in Desktop Grid Scheduling.

Peter Hellinckx, Sam Verboven, Frans Arickx, Jan Broeckhove

Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009

Predicting Parameter Sweep Jobs: From Simulation to Grid Implementation.

Peter Hellinckx, Sam Verboven, Frans Arickx, Jan Broeckhove

Proceedings of the 2009 International Conference on Complex, 2009

2008

Dynamic Grid Scheduling Using Job Runtime Requirements and Variable Resource Availability.

Sam Verboven, Peter Hellinckx, Jan Broeckhove, Frans Arickx

Proceedings of the Euro-Par 2008, 2008

Runtime Prediction Based Grid Scheduling of Parameter Sweep Jobs.

Sam Verboven, Peter Hellinckx, Frans Arickx, Jan Broeckhove

Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008