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Browsing by Author "Huybrechts, Thomas"

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    A new hybrid approach on WCET analysis for real-time systems using machine learning

    Huybrechts, Thomas  
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    Mercelis, Siegfried  
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    Hellinckx, Peter  
    Proceedings paper
    2018, 18th International Workshop on Worst-Case Execution Time Analysis - WCET, 6/07/2018, p.05:01-05:12
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    A survey on the software and hardware-based influences on the worst-case execution time

    Huybrechts, Thomas  
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    Mercelis, Siegfried  
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    Hellinckx, Peter  
    Proceedings paper
    2020, 7th International Workshop on Distributed Embedded Systems, 28/10/2020, p.271-281
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    A universal middleware streaming framework and data analytics : analysing their economic feasibility in road transport planning

    Carlan, Valentin
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    Huybrechts, Thomas  
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    Hellinckx, Peter  
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    Vanelslander, Thierry
    Journal article
    2020, Research in Transportation Business & Management, 34, p.100424
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    Adaptive remote experimentation for engineering students

    Slamnik-Krijestorac, Nina  
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    Nunes Pinheiro, Joao  
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    Huybrechts, Thomas  
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    van den Akker, Daniel  
    Proceedings paper
    2021, GoodIT '21: Proceedings of the Conference on Information Technology for Social Good, 9/09/2021
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    Automated Testbench for Hybrid Machine Learning-Based Worst-Case Energy Consumption Analysis on Batteryless IoT Devices

    Huybrechts, Thomas  
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    Reiter, Phil  
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    Mercelis, Siegfried  
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    Famaey, Jeroen  
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    Latre, Steven  
    Journal article
    2021, ENERGIES, (14) 13, p.3914
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    Automatic reverse engineering of CAN bus data using machine learning techniques

    Huybrechts, Thomas  
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    Vanommeslaeghe, Yon
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    Blontrock, Dries
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    Van Barel, Gregory
    Proceedings paper
    2018, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC 2017, 8/11/2017, p.751-761
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    Cloud-based virtual labs vs. low-cost physical labs: what engineering students think.

    Martin Gutierrez, Sergio
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    Castro Gil, Manuel
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    Slamnik-Krijestorac, Nina  
    Proceedings paper
    2021, IEEE Global Engineering Education Conference (IEEE EDUCON), APR 21-23, 2021, p.643-650
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    COBRA-HPA : a block generating tool to perform hybrid program analysis

    Huybrechts, Thomas  
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    De Bock, Yorick  
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    Li, Haoxuan  
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    Hellinckx, Peter  
    Journal article
    2019, International Journal of Grid and Utility Computing, (10) 2, p.105-118
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    Distributed uniform streaming framework: an elastic fog computing platform for event stream processing and platform transparency

    Vanneste, Simon  
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    de Hoog, Jens  
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    Huybrechts, Thomas  
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    Bosmans, Stig  
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    Eyckerman, Reinout  
    Journal article
    2019, Future Internet, (11) 7, p.158
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    Distributed uniform streaming framework: Towards an elastic fog computing platform for event stream processing

    Vanneste, Simon  
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    de Hoog, Jens  
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    Huybrechts, Thomas  
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    Bosmans, Stig  
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    Sharif, Muddsair  
    Proceedings paper
    2019, Workshop DEM-2018: The 5-th International Workshop on Distributed Embedded Systems (DEM-2018), 27/10/2018, p.426-436
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    Distributed Uniform Streaming Framework: Towards an Elastic Fog Computing Platform for Event Stream Processing

    Vanneste, Simon  
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    de Hoog, Jens  
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    Huybrechts, Thomas  
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    Bosmans, Stig  
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    Sharif, Muddsair  
    Proceedings paper
    2018, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC 2018, 27/10/2018, p.426-436
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    DUST Initializr - CAD drawing platform for designing modules and applications in the DUST framework

    Huybrechts, Thomas  
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    Vanneste, Simon  
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    Eyckerman, Reinout  
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    de Hoog, Jens  
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    Mercelis, Siegfried  
    Proceedings paper
    2020, Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2019, 7/11/2019, p.661-670
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    DUST Initializr - Graph-Based Platform for Designing Modules and Applications in the Revised DUST Framework

    Huybrechts, Thomas  
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    Eyckerman, Reinout  
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    Van Den Langenbergh, Raf  
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    Vanneste, Simon  
    Journal article
    2020, Internet of Things, 11, p.100229-16
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    Evaluating the Impact of One-Shot Structured Pruning: A Noise Robustness Perspective

    Balemans, Dieter  
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    de Hoog, Jens  
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    Huybrechts, Thomas  
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    Steckel, Jan
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    Mercelis, Siegfried  
    Proceedings paper
    2024, 4th International Conference on Robotics Automation and Artificial Intelligence-RAAI-Annual, DEC 19-21, 2024, p.144-151
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    Federated proximal policy optimization with action masking: Application collective heating systems

    Ghane, Sara  
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    Jacobs, Stef
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    Elmaz, Furkan  
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    Huybrechts, Thomas  
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    Verhaert, Ivan
    Journal article
    2025-MAY, ENERGY AND AI, 20
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    Grouped Charging of Decentralised Storage to Efficiently Control Collective Heating Systems: Limitations and Opportunities

    Jacobs, Stef
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    De Pauw, Margot
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    Van Minnebruggen, Senne
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    Ghane, Sara  
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    Huybrechts, Thomas  
    Journal article
    2023, ENERGIES, (16) 8, p.Art. 3435
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    Hybrid approach on cache aware real-time scheduling for multi-core systems

    Huybrechts, Thomas  
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    De Bock, Yorick  
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    Li, Haoxuan  
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    Hellinckx, Peter  
    Proceedings paper
    2017, Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 11th International Conference on P2P, 5/11/2016, p.759-768
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    Improving the learning process of deep reinforcement learning agents operating in collective heating environments

    Jacobs, Stef
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    Ghane, Sara  
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    Houben, Pieter Jan
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    Kabbara, Zakarya
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    Huybrechts, Thomas  
    Journal article
    2025-APR 15, APPLIED ENERGY, 384
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    Introduction of Deep Neural Network in Hybrid WCET Analysis

    Huybrechts, Thomas  
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    Cassimon, Thomas
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    Mercelis, Siegfried  
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    Hellinckx, Peter  
    Proceedings paper
    2018, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC 2018, 27/10/2018, p.415-425
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    Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems

    Ghane, Sara  
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    Jacobs, Stef
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    Huybrechts, Thomas
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    Hellinckx, Peter
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    Mercelis, Siegfried
    Journal article
    2025-APR, ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, (16) 2
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