Thomas Huybrechts

20 papers C 2Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems.
ACM Trans. Intell. Syst. Technol.
Sara Ghane, Stef Jacobs, Thomas Huybrechts, Peter Hellinckx, Siegfried Mercelis, Ivan Verhaert, Erik Mannens
2025 — conf
Open-source 3D-printed One-Finger Blood Lancing Solution for Motor or Vision Impaired Diabetes Patients.
GoodIT
Thomas Janssen, Satish Singh, Thomas Huybrechts
2025 — conf
Real-World Implementation of Offline Model-Free Reinforcement Learning for Thermostat Control.
ICM
Sara Ghane, Furkan Elmaz, Stef Jacobs, Thomas Huybrechts, Ivan Verhaert, Siegfried Mercelis, Erik Mannens
2025 J jnl
Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning.
CoRR
Dieter Balemans, Thomas Huybrechts, Jan Steckel, Siegfried Mercelis
2022 — —
Machine learning-based hybrid worst-case resource analysis for embedded software and neural networks
Thomas Huybrechts
2022 C conf
Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling.
IECON
Furkan Elmaz, Sara Ghane, Thomas Huybrechts, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2021 — conf
Adaptive remote experimentation for engineering students.
GoodIT
Nina Slamnik-Krijestorac, João Francisco Nunes Pinheiro, Thomas Huybrechts, Daniel van den Akker, Johann M. Márquez-Barja
2021 C conf
Cloud-based virtual labs vs. low-cost physical labs: what engineering students think.
EDUCON
Nina Slamnik-Krijestorac, Raf Van den Langenbergh, Thomas Huybrechts, Sergio Martín Gutierrez, Manuel Castro Gil, Johann M. Márquez-Barja
2020 — conf
A Survey on the Software and Hardware-Based Influences on the Worst-Case Execution Time.
3PGCIC
Thomas Huybrechts, Siegfried Mercelis, Peter Hellinckx
2020 J jnl
DUST Initializr - Graph-based platform for designing modules and applications in the revised DUST framework.
Internet Things
Thomas Huybrechts, Reinout Eyckerman, Raf Van den Langenbergh, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx
2020 — conf
Towards the Generalization of Distributed Software Communication.
3PGCIC
Reinout Eyckerman, Thomas Huybrechts, Raf Van den Langenbergh, Wim Casteels, Siegfried Mercelis, Peter Hellinckx
2019 J jnl
COBRA-HPA: a block generating tool to perform hybrid program analysis.
Int. J. Grid Util. Comput.
Thomas Huybrechts, Yorick De Bock, Haoxuan Li, Peter Hellinckx
2019 — conf
DUST Initializr - CAD Drawing Platform for Designing Modules and Applications in the DUST Framework.
3PGCIC
Thomas Huybrechts, Simon Vanneste, Reinout Eyckerman, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019 J jnl
Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency.
Future Internet
Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Reinout Eyckerman, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx
2018 — conf
A New Hybrid Approach on WCET Analysis for Real-Time Systems Using Machine Learning.
WCET
Thomas Huybrechts, Siegfried Mercelis, Peter Hellinckx
2018 — conf
Distributed Uniform Streaming Framework: Towards an Elastic Fog Computing Platform for Event Stream Processing.
3PGCIC
Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx
2018 — conf
Introduction of Deep Neural Network in Hybrid WCET Analysis.
3PGCIC
Thomas Huybrechts, Amber Cassimon, Siegfried Mercelis, Peter Hellinckx
2018 J jnl
Task-set generator for schedulability analysis using the TACLebench benchmark suite.
SIGBED Rev.
Yorick De Bock, Sebastian Altmeyer, Thomas Huybrechts, Jan Broeckhove, Peter Hellinckx
2017 — conf
Automatic Reverse Engineering of CAN Bus Data Using Machine Learning Techniques.
3PGCIC
Thomas Huybrechts, Yon Vanommeslaeghe, Dries Blontrock, Gregory Van Barel, Peter Hellinckx
2016 — conf
Hybrid Approach on Cache Aware Real-Time Scheduling for Multi-Core Systems.
3PGCIC
Thomas Huybrechts, Yorick De Bock, Haoxuan Li, Peter Hellinckx