Browsing by Author "Mercelis, Siegfried"
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Publication A comparative study between model predictive control and reinforcement learning for robust reference tracking in chemical processes
Proceedings paper2024, 2024 International Conference on Control and Robotics, DEC 05-07, 2024, p.32-38Publication A Generalized Approach For Practical Task Allocation Using A MAPE-K Control Loop
Proceedings paper2021, 12th International Conference on ICT Convergence (ICTC) - Beyond the Pandemic Era with ICT Convergence Innovation, OCT 20-22, 2021, p.779-784Publication A hybrid timing analysis method based on the isolation of software code blocks
Journal article2020, Internet of Things, 11, p.100230Publication A Joint Perception Scheme For Connected Vehicles
Proceedings paper2022, IEEE Sensors Conference, OCT 30-NOV 02, 2022Publication A new hybrid approach on WCET analysis for real-time systems using machine learning
Proceedings paper2018, 18th International Workshop on Worst-Case Execution Time Analysis - WCET, 6/07/2018, p.05:01-05:12Publication A particle swarm optimization-based heuristic for optimal cost estimation in Internet of Things
Proceedings paper2018, BDIOT 2018: 2nd International Conference on Big Data and Internet of Things : proceedings, 24/10/2018, p.1-7Publication A survey on the software and hardware-based influences on the worst-case execution time
Proceedings paper2020, 7th International Workshop on Distributed Embedded Systems, 28/10/2020, p.271-281Publication Acsim: towards hyper-scalable Internet of Things simulation
Proceedings paper2017, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC, 8/11/2017, p.743-750Publication Adaptivity in distributed agent-based simulation: A generic load-balancing approach
Proceedings paper2021, International Conference on Autonomous Agents and Multi-Agent Systems 2020 - Multi-Agent-Based Simulation Workshop, 9/05/2020, p.1-12Publication Adaptivity in multi-level traffic simulation using experimental frames
Journal article2022, SIMULATION MODELLING PRACTICE AND THEORY, 114, p.102395Publication An Energy Management Unit for Predictive Solar Energy Harvesting IoT
Proceedings paper2023, 8th International Conference on Internet of Things, Big Data and Security (IoTBDS), APR 21-23, 2023, p.39-50Publication Applying artificial intelligence for the detectionand analysis of weather phenomena in vehicle sensor data
Proceedings paper2020, Workshop DEM-2020: The 7-th International Workshop on Distributed Embedded Systems (DEM-2020), 28/10/2020, p.311-320Publication Artificial Intelligence and Data-Driven Rehabilitation: The Next Frontier in the Management of Cardiometabolic Disorders
Publication Automated Testbench for Hybrid Machine Learning-Based Worst-Case Energy Consumption Analysis on Batteryless IoT Devices
Journal article2021, ENERGIES, (14) 13, p.3914Publication AUTONOMOUS PORT NAVIGATION WITH RANGING SENSORS USING MODEL-BASED REINFORCEMENT LEARNING
Proceedings paper2023, ASME 42nd International Conference on Ocean, Offshore and Arctic Engineering (OMAE), JUN 11-16, 2023Publication Challenges of Modeling and Simulating Internet of Things Systems
Proceedings paper2019, 13th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC-2018, 27/10/2018, p.457-466Publication CollabGAT: Collaborative Perception Using Graph Attention Network
Journal article2024, IEEE ACCESS, 12, p.142380-142393Publication Component-based Timing Analysis for Embedded Software Components in Cyber-Physical Systems
Proceedings paper2020, 9th Mediterranean Conference on Embedded Computing (MECO), JUN 08-11, 2020, p.173-180Publication Contact detection for social networking of small animals
Proceedings paper2019, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC 2018, 27/10/2018, p.405-414Publication Context-Aware Distribution In Constrained IoT Environments
Proceedings paper2018, 3PGCIC 2018: Advances on P2P, Parallel, Grid, Cloud and Internet Computing (Workshop DEM-2018), 27/10/2018, p.437-446