Siegfried Mercelis

According to our database, Siegfried Mercelis authored at least 53 papers between 2013 and 2022.

Collaborative distances:

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

2022

Adaptivity in multi-level traffic simulation using experimental frames.

Stig Bosmans, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Joachim Denil, Peter Hellinckx

Simul. Model. Pract. Theory, 2022

An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning.

Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Steven Latré, Peter Hellinckx

CoRR, 2022

2021

Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services.

Dries Naudts, Vasilis Maglogiannis, Seilendria A. Hadiwardoyo, Daniel van den Akker, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx, Bart Lannoo, Johann Márquez-Barja, Ingrid Moerman

Future Internet, 2021

A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark.

Thomas Cassimon, Reinout Eyckerman, Siegfried Mercelis, Steven Latré, Peter Hellinckx

CoRR, 2021

Supply temperature control of a heating network with reinforcement learning.

Sara Ghane, Stef Jacobs, Wim Casteels, Christian Brembilla, Siegfried Mercelis, Steven Latré, Ivan Verhaert, Peter Hellinckx

Proceedings of the IEEE International Smart Cities Conference, 2021

FF-GAT: Feature Fusion Using Graph Attention Networks.

Ahmed N. Ahmed, Ali Anwar, Siegfried Mercelis, Steven Latré, Peter Hellinckx

Proceedings of the IECON 2021, 2021

A Generalized Approach For Practical Task Allocation Using A MAPE-K Control Loop.

Reinout Eyckerman, Phillipe Reiter, Siegfried Mercelis, Steven Latré, Johann Márquez-Barja, Peter Hellinckx

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning.

Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021

Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System.

Simon Vanneste, Gauthier de Borrekens, Stig Bosmans, Astrid Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021

2020

A hybrid timing analysis method based on the isolation of software code block.

Haoxuan Li, Paul De Meulenaere, Ken Vanherpen, Siegfried Mercelis, Peter Hellinckx

Internet Things, 2020

DUST Initializr - Graph-based platform for designing modules and applications in the revised DUST framework.

Thomas Huybrechts, Reinout Eyckerman, Raf Van den Langenbergh, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx

Internet Things, 2020

Online reverse engineering of CAN data.

Jens de Hoog, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Peter Hellinckx

Internet Things, 2020

Requirements for distributed task placement in the fog.

Reinout Eyckerman, Siegfried Mercelis, Johann Márquez-Barja, Peter Hellinckx

Internet Things, 2020

Designing resource-constrained neural networks using neural architecture search targeting embedded devices.

Thomas Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx

Internet Things, 2020

Real-time virtualization with Xvisor.

Yorick De Bock, Siegfried Mercelis, Jan Broeckhove, Peter Hellinckx

Internet Things, 2020

Resource efficient sensor fusion by knowledge-based network pruning.

Dieter Balemans, Wim Casteels, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx

Internet Things, 2020

Learning to Communicate Using Counterfactual Reasoning.

Simon Vanneste, Astrid Vanneste, Siegfried Mercelis, Peter Hellinckx

CoRR, 2020

Towards Detection of Road Weather Conditions using Large-Scale Vehicle Fleets.

Siegfried Mercelis, Sylvain Watelet, Wim Casteels, Toon Bogaerts, Joris Van den Bergh, Maarten Reyniers, Peter Hellinckx

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Component-based Timing Analysis for Embedded Software Components in Cyber-Physical Systems.

Haoxuan Li, Ken Vanherpen, Peter Hellinckx, Siegfried Mercelis, Paul De Meulenaere

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Adaptivity in Distributed Agent-Based Simulation: A Generic Load-Balancing Approach.

Stig Bosmans, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Joachim Denil, Peter Hellinckx

Proceedings of the Multi-Agent-Based Simulation XXI - 21st International Workshop, 2020

Evaluation of Objective Function Descriptions And Optimization Methodologies For Task Allocation In A Dynamic Fog Environment.

Reinout Eyckerman, Siegfried Mercelis, Johann Márquez-Barja, Peter Hellinckx

Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

A Survey on the Software and Hardware-Based Influences on the Worst-Case Execution Time.

Thomas Huybrechts, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

Towards the Generalization of Distributed Software Communication.

Reinout Eyckerman, Thomas Huybrechts, Raf Van den Langenbergh, Wim Casteels, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

Intelligent Data Sharing in Digital Twins: Positioning Paper.

Thomas Cassimon, Jens de Hoog, Ali Anwar, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

Applying Artificial Intelligence for the Detection and Analysis of Weather Phenomena in Vehicle Sensor Data.

Wouter Van den Bogaert, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

Towards Hybrid Camera Sensor Simulation for Autonomous Vehicles.

Dieter Balemans, Yves De Boeck, Jens de Hoog, Ali Anwar, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

2019

Impact of software architecture on execution time: a power window TACLeBench case study.

Haoxuan Li, Paul De Meulenaere, Siegfried Mercelis, Peter Hellinckx

Int. J. Grid Util. Comput., 2019

Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency.

Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Reinout Eyckerman, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx

Future Internet, 2019

Towards a distributed real-time hybrid simulator for autonomous vehicles.

Jens de Hoog, Arthur Janssens, Siegfried Mercelis, Peter Hellinckx

Computing, 2019

Testing IoT systems using a hybrid simulation based testing approach.

Stig Bosmans, Siegfried Mercelis, Joachim Denil, Peter Hellinckx

Computing, 2019

Reducing Computational Cost Of Large-Scale Simulations Using Opportunistic Model Approximation.

Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil

Proceedings of the 2019 Spring Simulation Conference, 2019

Improving Machine Learning-Based Decision-Making Through Inclusion of Data Quality.

Jens de Hoog, Siegfried Mercelis, Peter Hellinckx

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Learning to Communicate with Multi-agent Reinforcement Learning Using Value-Decomposition Networks.

Simon Vanneste, Astrid Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

DUST Initializr - CAD Drawing Platform for Designing Modules and Applications in the DUST Framework.

Thomas Huybrechts, Simon Vanneste, Reinout Eyckerman, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

Online Reverse Engineering of CAN Data.

Jens de Hoog, Nick Castermans, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

Distributed Task Placement in the Fog: A Positioning Paper.

Reinout Eyckerman, Siegfried Mercelis, Johann Márquez-Barja, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

Using Neural Architecture Search to Optimize Neural Networks for Embedded Devices.

Thomas Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

LiDAR and Camera Sensor Fusion for 2D and 3D Object Detection.

Dieter Balemans, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

2018

Towards evaluating emergent behavior of the Internet of Things using large scale simulation techniques.

Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil

CoRR, 2018

A New Hybrid Approach on WCET Analysis for Real-Time Systems Using Machine Learning.

Thomas Huybrechts, Siegfried Mercelis, Peter Hellinckx

Proceedings of the 18th International Workshop on Worst-Case Execution Time Analysis, 2018

Towards evaluating emergent behavior of the internet of things using large scale simulation techniques (wip).

Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil

Proceedings of the Theory of Modeling and Simulation Symposium, 2018

A particle Swarm Optimization-based Heuristic for Optimal Cost Estimation in Internet of Things Environment.

Muddsair Sharif, Siegfried Mercelis, Johann Márquez-Barja, Peter Hellinckx

Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, 2018

Distributed Uniform Streaming Framework: Towards an Elastic Fog Computing Platform for Event Stream Processing.

Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, 2018

Introduction of Deep Neural Network in Hybrid WCET Analysis.

Thomas Huybrechts, Thomas Cassimon, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, 2018

Towards a Scalable Distributed Real-Time Hybrid Simulator for Autonomous Vehicles.

Jens de Hoog, Manu Pepermans, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, 2018

Context-Aware Distribution In Constrained IoT Environments.

Reinout Eyckerman, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, 2018

Challenges of Modeling and Simulating Internet of Things Systems.

Stig Bosmans, Siegfried Mercelis, Joachim Denil, Peter Hellinckx

Proceedings of the Advances on P2P, 2018

Contact Detection for Social Networking of Small Animals.

Rafael Berkvens, Ivan Herrera Olivares, Siegfried Mercelis, Lucinda Kirkpatrick, Maarten Weyn

Proceedings of the Advances on P2P, 2018

2017

Towards Real-time Smart Road Construction: Efficient Process Management through the Implementation of Internet of Things.

Muddsair Sharif, Siegfried Mercelis, Wim Van Den Bergh, Peter Hellinckx

Proceedings of the International Conference on Big Data and Internet of Things, 2017

Context-Aware Optimization of Distributed Resources in Internet of Things Using Key Performance Indicators.

Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx

Proceedings of the Advances on P2P, 2017

Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site.

Frédéric Melaerts, Siegfried Mercelis, Marc Ceulemans, Peter Hellinckx

Proceedings of the Advances on P2P, 2017

Acsim: Towards Hyper-scalable Internet of Things Simulation.

Stig Bosmans, Siegfried Mercelis, Marc Ceulemans, Joachim Denil, Peter Hellinckx

Proceedings of the Advances on P2P, 2017

2013

An Initial Investigation of a Multi-layered Approach for Optimizing and Parallelizing Real-Time Media and Audio Applications.

Siegfried Mercelis, Guido Van den Berghe, Serge Demeyer, Marijn Temmerman

Proceedings of the Eighth International Conference on P2P, 2013