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Sam Verboven
Sam Verboven
Assistant Professor, Vrije Universiteit Brussel
Dirección de correo verificada de vub.be
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Año
Runtime prediction based grid scheduling of parameter sweep jobs
S Verboven, P Hellinckx, F Arickx, J Broeckhove
2008 IEEE Asia-Pacific Services Computing Conference, 33-38, 2008
532008
Black box scheduling for resource intensive virtual machine workloads with interference models
S Verboven, K Vanmechelen, J Broeckhove
Future generation computer systems 29 (8), 1871-1884, 2013
262013
Network aware scheduling for virtual machine workloads with interference models
S Verboven, K Vanmechelen, J Broeckhove
IEEE Transactions on Services Computing 8 (4), 617-629, 2014
152014
Autoencoders for strategic decision support
S Verboven, J Berrevoets, C Wuytens, B Baesens, W Verbeke
Decision Support Systems, 113422, 2020
142020
The foundations of cost-sensitive causal classification
W Verbeke, D Olaya, J Berrevoets, S Verboven, S Maldonado
arXiv preprint arXiv:2007.12582, 2020
122020
Dynamic grid scheduling using job runtime requirements and variable resource availability
S Verboven, P Hellinckx, J Broeckhove, F Arickx
Euro-Par 2008–Parallel Processing: 14th International Euro-Par Conference …, 2008
112008
HydaLearn: Highly Dynamic Task Weighting for Multitask Learning with Auxiliary Tasks
S Verboven, MH Chaudhary, J Berrevoets, V Ginis, W Verbeke
Applied Intelligence 53 (5), 5808-5822, 2023
92023
Predicting parameter sweep jobs: From simulation to grid implementation
P Hellinckx, S Verboven, F Arickx, J Broeckhove
2009 International Conference on Complex, Intelligent and Software Intensive …, 2009
82009
Treatment effect optimisation in dynamic environments
J Berrevoets, S Verboven, W Verbeke
Journal of Causal Inference 10 (1), 106-122, 2022
72022
Multiplexing low and high QoS workloads in virtual environments
S Verboven, K Vanmechelen, J Broeckhove
Job Scheduling Strategies for Parallel Processing: 15th International …, 2010
72010
Optimising individual-treatment-effect using bandits
J Berrevoets, S Verboven, W Verbeke
arXiv preprint arXiv:1910.07265, 2019
62019
Mining statistical relations for better decision making in healthcare processes
JJ Koorn, X Lu, H Leopold, N Martin, S Verboven, HA Reijers
2022 4th International Conference on Process Mining (ICPM), 32-39, 2022
42022
Evaluating Nested Virtualization Support
S Verboven, R Van den Bossche, O Berghmans, K Vanmechelen, ...
retrieved from<>, Feb, 2011
42011
Combining the clinical and operational perspectives in heterogeneous treatment effect inference in healthcare processes
S Verboven, N Martin
International Conference on Process Mining, 327-339, 2021
32021
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis
A De Caigny, KW De Bock, S Verboven
Decision Support Systems, 114217, 2024
2024
Sample-level weighting for multi-task learning with auxiliary tasks
E Grégoire, MH Chaudhary, S Verboven
Applied Intelligence 54 (4), 3482-3501, 2024
2024
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
Uplift Model Evaluation with Ordinal Dominance Graphs
B Verbeken, MA Guerry, S Verboven
European Conference on Machine Learning and Principles and Practice of …, 2022
2022
On Neural Networks and Decision Support. Optimising Human and Artificial Decision Making.
S Verboven
2021
Multi-task Neural Networks for Uplift Modeling
S Verboven, J Berrevoets, W Verbeke
34th annual conference of the Belgian Operational Research Society, 132-132, 2020
2020
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Artículos 1–20