Siegfried Mercelis
Orcid: 0000-0001-9355-6566
According to our database1,
Siegfried Mercelis
authored at least 74 papers
between 2013 and 2024.
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Bibliography
2024
Deep Learning Model Compression for Resource Efficient Activity Recognition on Edge Devices: A Case Study.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes.
Comput. Chem. Eng., November, 2023
Comput. Chem. Eng., August, 2023
Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning.
CoRR, 2023
SeaDSC: A video-based unsupervised method for dynamic scene change detection in unmanned surface vehicles.
CoRR, 2023
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning.
CoRR, 2023
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning.
CoRR, 2023
Proceedings of the 8th International Conference on Internet of Things, 2023
R2L-SLAM: Sensor Fusion-Driven SLAM Using mmWave Radar, LiDAR and Deep Neural Networks.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023
Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Simul. Model. Pract. Theory, 2022
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning.
CoRR, 2022
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways.
Proceedings of the IECON 2022, 2022
Reinforcement learning based mass flow and supply temperature control for combined heat distribution.
Proceedings of the IECON 2022, 2022
Proceedings of the IECON 2022, 2022
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2022
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2022
2021
Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services.
Future Internet, 2021
A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark.
CoRR, 2021
Proceedings of the IEEE International Smart Cities Conference, 2021
Proceedings of the IECON 2021, 2021
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning.
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.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021
2020
Internet Things, 2020
DUST Initializr - Graph-based platform for designing modules and applications in the revised DUST framework.
Internet Things, 2020
Designing resource-constrained neural networks using neural architecture search targeting embedded devices.
Internet Things, 2020
Internet Things, 2020
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Component-based Timing Analysis for Embedded Software Components in Cyber-Physical Systems.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020
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.
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.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020
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.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020
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.
Int. J. Grid Util. Comput., 2019
Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency.
Future Internet, 2019
Computing, 2019
Computing, 2019
Reducing Computational Cost Of Large-Scale Simulations Using Opportunistic Model Approximation.
Proceedings of the 2019 Spring Simulation Conference, 2019
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.
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.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
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.
CoRR, 2018
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).
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.
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.
Proceedings of the Advances on P2P, 2018
Proceedings of the Advances on P2P, 2018
Proceedings of the Advances on P2P, 2018
Proceedings of the Advances on P2P, 2018
Proceedings of the Advances on P2P, 2018
Proceedings of the Advances on P2P, 2018
2017
Towards Real-time Smart Road Construction: Efficient Process Management through the Implementation of Internet of Things.
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.
Proceedings of the Advances on P2P, 2017
Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site.
Proceedings of the Advances on P2P, 2017
Proceedings of the Advances on P2P, 2017
2016
A systematic multi-layered approach for optimizing and parallelizing real-time media and audio applications
PhD thesis, 2016
2013
An Initial Investigation of a Multi-layered Approach for Optimizing and Parallelizing Real-Time Media and Audio Applications.
Proceedings of the Eighth International Conference on P2P, 2013