Peter Hellinckx

134 papers B 2C 8Misc 2Journal 43Unranked 75

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Diff-Ensemble: An Ensemble of LSTMs and Diffusion Models for Day-Ahead Load Forecasting Using Limited Data. 3PGCIC Stijn Van Raemdonck, Joris Van den Bergh, Brecht Zwaenepoel, Tomas Van Oyen, Dieter Van den Bleeken, Hossein Tabari, Peter Hellinckx
2025	—	`conf`	Disaggregating Household Electricity Production and Consumption from Smart Meter Data. 3PGCIC Benoit De Vrieze, Hossein Tabari, Peter Hellinckx
2025	—	`conf`	Graph Retrieval Augmented Generation for Privacy-Sensitive Information. 3PGCIC Rien Van Campenhout, Benoit De Vrieze, Pieter Jan Houben, Jens de Hoog, Peter Hellinckx
2025	—	`conf`	Improving Household Electricity Consumption Forecasting with Smartphone Data. 3PGCIC Pieter Jan Houben, Vincent Verbergt, Benoit De Vrieze, Peter Hellinckx
2025	J	`jnl`	Learning to communicate using a communication critic and counterfactual reasoning. Neural Comput. Appl. Simon Vanneste, Astrid Vanneste, Kevin Mets, Tom De Schepper, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
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`	Postprocessing Solar Radiation with a Self-attentive Transformer for Renewable Energy Predictions. 3PGCIC Aaron Van Poecke, Ayoub Aouraghe, Joris Van den Bergh, Peter Hellinckx, Hossein Tabari
2024	—	`conf`	A Comparative Sensitivity Analysis of Loss Functions in Machine Learning-Based Weather Forecasting. 3PGCIC Aaron Van Poecke, Lukas Meuris, Matteo Cisneros, Michiel Van Ginderachter, Peter Hellinckx, Hossein Tabari
2024	—	`conf`	AI for Anticipating Human Behavior. 3PGCIC Jeoffrey Canters, Pieter Jan Houben, Renzo Massobrio, Peter Hellinckx
2024	—	`conf`	Autonomous Shipping in Complex Situations. 3PGCIC Matteo Cisneros, Oliver Rommens, Renzo Massobrio, Peter Hellinckx
2024	—	`conf`	Evaluating the Impact of Suboptimal HVAC Systems on Control Strategies. 3PGCIC Pieter Jan Houben, Stef Jacobs, Renzo Massobrio, Hossein Tabari, Ivan Verhaert, Peter Hellinckx
2024	—	`conf`	Selection of image classifiers for noisy images through metalearning. ICMVA Jens de Hoog, Ali Anwar, Peter Hellinckx, Siegfried Mercelis
2024	J	`jnl`	Self-attentive Transformer for Fast and Accurate Postprocessing of Temperature and Wind Speed Forecasts. CoRR Aaron Van Poecke, Tobias Sebastian Finn, Ruoke Meng, Joris Van den Bergh, Geert Smet, Jonathan Demaeyer, Piet Termonia, Hossein Tabari, Peter Hellinckx
2023	C	`conf`	An Energy Management Unit for Predictive Solar Energy Harvesting IoT. IoTBDS Justus Rajappa Anuj, Adnan Sabovic, Burcu Celikkol, Michiel Aernouts, Philippe Reiter, Siegfried Mercelis, Peter Hellinckx, Jeroen Famaey
2023	J	`jnl`	An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2023	J	`jnl`	Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning. CoRR Siemen Herremans, Ali Anwar, Arne Troch, Ian Ravijts, Maarten Vangeneugden, Siegfried Mercelis, Peter Hellinckx
2023	J	`jnl`	Hybrid modelling of a batch separation process. Comput. Chem. Eng. Ulderico Di Caprio, Min Wu, Furkan Elmaz, Yentl Wouters, Niels Vandervoort, Ali Anwar, Siegfried Mercelis, Steffen Waldherr, Peter Hellinckx, Mumin Enis Leblebici
2023	J	`jnl`	Metamodelling of Noise to Image Classification Performance. IEEE Access Jens de Hoog, Ali Anwar, Philippe Reiter, Siegfried Mercelis, Peter Hellinckx
2023	—	`conf`	Multi-Agent Counterfactual Communication Using Difference Rewards Policy Gradients. BNAIC/BENELEARN Simon Vanneste, Astrid Vanneste, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx, Kevin Mets
2023	J	`jnl`	Reinforcement learning-based approach for optimizing solvent-switch processes. Comput. Chem. Eng. Furkan Elmaz, Ulderico Di Caprio, Min Wu, Yentl Wouters, Geert Van Der Vorst, Niels Vandervoort, Ali Anwar, Mumin Enis Leblebici, Peter Hellinckx, Siegfried Mercelis
2023	J	`jnl`	SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes. Comput. Chem. Eng. Min Wu, Ulderico Di Caprio, Furkan Elmaz, Florence H. Vermeire, Bert Metten, Olivier Van Der Ha, Dries De Clercq, Siegfried Mercelis, Peter Hellinckx, Leen Braeken, Mumin Enis Leblebici
2023	J	`jnl`	Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. CoRR Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2023	J	`jnl`	Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Thomas Somers, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2022	—	`conf`	A Joint Perception Scheme For Connected Vehicles. IEEE SENSORS Ahmed N. Ahmed, Ian Ravijts, Jens de Hoog, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2022	J	`jnl`	Adaptivity in multi-level traffic simulation using experimental frames. Simul. Model. Pract. Theory Stig Bosmans, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Joachim Denil, Peter Hellinckx
2022	J	`jnl`	An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2022	B	`conf`	Application Placement in Fog Environments using Multi-Objective Reinforcement Learning with Maximum Reward Formulation. NOMS Reinout Eyckerman, Philippe Reiter, Steven Latré, Johann Marquez-Barja, Peter Hellinckx
2022	—	`conf`	Autonomous Navigation Using Model-Based Reinforcement Learning. 3PGCIC Siemen Herremans, Jens de Hoog, Simon Vanneste, Dieter Balemans, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2022	—	`conf`	Deep Set Conditioned Latent Representations for Action Recognition. VISIGRAPP (5: VISAPP) Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
2022	J	`jnl`	Deep set conditioned latent representations for action recognition. CoRR Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
2022	—	`conf`	Enhancement of road weather services using vehicle sensor data. CCNC Toon Bogaerts, Sylvain Watelet, Chris Thoen, Tom Coopman, Joris Van den Bergh, Maarten Reyniers, Dirck Seynaeve, Wim Casteels, Steven Latré, Peter Hellinckx
2022	—	`conf`	Improving Context-Aware Synthesis and Placement of Object Instances. 3PGCIC Jens Duym, Ali Anwar, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2022	J	`jnl`	Leveraging Artificial Intelligence and Fleet Sensor Data towards a Higher Resolution Road Weather Model. Sensors Toon Bogaerts, Sylvain Watelet, Niko De Bruyne, Chris Thoen, Tom Coopman, Joris Van den Bergh, Maarten Reyniers, Dirck Seynaeve, Wim Casteels, Steven Latré, Peter Hellinckx
2022	C	`conf`	Object Detection To Enable Autonomous Vessels On European Inland Waterways. IECON Mattias Billast, Robin Janssens, Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Ali Anwar, Kevin Mets, Tom De Schepper, José Oramas, Steven Latré, Peter Hellinckx
2022	—	`conf`	On-device Deep Learning Location Category Inference Model. BNAIC/BENELEARN Gadzhi Musaev, Kevin Mets, Rokas Tamosiunas, Vadim Uvarov, Tom De Schepper, Peter Hellinckx
2022	—	`conf`	Rail Vehicle Detection Enabling Adaptive Device Free Crowd Size Estimation in Subway Stations. 3PGCIC Robin Janssens, Rafael Berkvens, Peter Hellinckx, Stijn Denis
2022	C	`conf`	Reinforcement learning based mass flow and supply temperature control for combined heat distribution. IECON Stef Jacobs, Sara Ghane, Ali Anwar, Siegfried Mercelis, Peter Hellinckx, Ivan Verhaert
2022	—	`conf`	Requirements and Specifications for the Orchestration of Network Intelligence in 6G. CCNC Miguel Camelo, Luca Cominardi, Marco Gramaglia, Marco Fiore, Andres Garcia-Saavedra, Lidia Fuentes, Danny De Vleeschauwer, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Joaquín Ballesteros, Chia-Yu Chang, Gabriele Baldoni, Johann M. Márquez-Barja, Peter Hellinckx, Steven Latré
2022	J	`jnl`	Resource efficient AI: Exploring neural network pruning for task specialization. Internet Things Dieter Balemans, Philippe Reiter, Jan Steckel, Peter Hellinckx
2022	C	`conf`	Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. IECON Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
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`	A Generalized Approach For Practical Task Allocation Using A MAPE-K Control Loop. ICTC Reinout Eyckerman, Philippe Reiter, Siegfried Mercelis, Steven Latré, Johann Marquez-Barja, Peter Hellinckx
2021	J	`jnl`	A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark. CoRR Amber Cassimon, Reinout Eyckerman, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	J	`jnl`	ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. Sensors Paola Soto, Miguel Camelo, Kevin Mets, Francesc Wilhelmi, David Góez, Luis Alejandro Fletscher, Natalia Gaviria, Peter Hellinckx, Juan Felipe Botero, Steven Latré
2021	—	`conf`	Autonomous Building Control Using Offline Reinforcement Learning. 3PGCIC Jorren Schepers, Reinout Eyckerman, Furkan Elmaz, Wim Casteels, Steven Latré, Peter Hellinckx
2021	—	`conf`	Enabling cross-border tele-operated transport in the 5G Era: The 5G Blueprint approach. CCNC Johann Marquez-Barja, Seilendria A. Hadiwardoyo, Vasilis Maglogiannis, Dries Naudts, Ingrid Moerman, Peter Hellinckx, Sofie Verbrugge, Simon Delaere, Wim Vandenberghe, Eric Kenis, Maria Chiara Campodonico, Rakshith Kusumakar, Job Meines, Joost Vandenbossche
2021	C	`conf`	FF-GAT: Feature Fusion Using Graph Attention Networks. IECON Ahmed N. Ahmed, Ali Anwar, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Lane Marking Detection Techniques for Autonomous Driving. 3PGCIC Ahmed N. Ahmed, Ali Anwar, Sven Eckelmann, Toralf Trautmann, Steven Latré, Peter Hellinckx
2021	—	`conf`	Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System. 3PGCIC Simon Vanneste, Gauthier de Borrekens, Stig Bosmans, Astrid Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	J	`jnl`	Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System. CoRR Simon Vanneste, Gauthier de Borrekens, Stig Bosmans, Astrid Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Low Cost Player Tracking in Field Hockey. MLSA@PKDD/ECML Henrique Duarte Moura, Leonid Kholkine, Laurens Van Damme, Kevin Mets, Christiaan Leysen, Tom De Schepper, Peter Hellinckx, Steven Latré
2021	J	`jnl`	Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning. 3PGCIC Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Object Detection with Semi-supervised Adversarial Domain Adaptation for Real-Time Edge Devices. BNAIC/BENELEARN Mattias Billast, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
2021	J	`jnl`	Predicting LiDAR Data From Sonar Images. IEEE Access Niels Balemans, Peter Hellinckx, Jan Steckel
2021	—	`conf`	Quality-Aware Compression of Point Clouds with Google Draco. 3PGCIC Jens de Hoog, Ahmed N. Ahmed, Ali Anwar, Steven Latré, Peter Hellinckx
2021	—	`conf`	S2L-SLAM: Sensor Fusion Driven SLAM using Sonar, LiDAR and Deep Neural Networks. IEEE SENSORS Niels Balemans, Peter Hellinckx, Steven Latré, Philippe Reiter, Jan Steckel
2021	—	`conf`	Supply temperature control of a heating network with reinforcement learning. ISC2 Sara Ghane, Stef Jacobs, Wim Casteels, Christian Brembilla, Siegfried Mercelis, Steven Latré, Ivan Verhaert, Peter Hellinckx
2021	—	`conf`	Task Independent Capsule-Based Agents for Deep Q-Learning. BNAIC/BENELEARN Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
2021	—	`conf`	Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning. SDS Paola Soto, Danny De Vleeschauwer, Miguel Camelo, Yorick De Bock, Koen De Schepper, Chia-Yu Chang, Peter Hellinckx, Juan Felipe Botero, Steven Latré
2021	—	`conf`	Transfer Learning in Autonomous Driving Using Real-World Samples. 3PGCIC Arne Troch, Jens de Hoog, Simon Vanneste, Dieter Balemans, Steven Latré, Peter Hellinckx
2021	J	`jnl`	Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services. Future Internet Dries Naudts, Vasilis Maglogiannis, Seilendria A. Hadiwardoyo, Daniel van den Akker, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx, Bart Lannoo, Johann Marquez-Barja, Ingrid Moerman
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`	A hybrid timing analysis method based on the isolation of software code block. Internet Things Haoxuan Li, Paul De Meulenaere, Ken Vanherpen, Siegfried Mercelis, Peter Hellinckx
2020	C	`conf`	Adaptivity in Distributed Agent-Based Simulation: A Generic Load-Balancing Approach. MABS Stig Bosmans, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Joachim Denil, Peter Hellinckx
2020	—	`ed.`	Advances on Broad-Band Wireless Computing, Communication and Applications - Proceedings of the 14th International Conference on Broad-Band Wireless Computing, Communication and Applications, BWCCA 2019, Antwerp, Belgium, November 7-9, 2019. BWCCA Leonard Barolli, Peter Hellinckx, Tomoya Enokido
2020	—	`ed.`	Advances on P2P, Parallel, Grid, Cloud and Internet Computing - Proceedings of the 14th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC-2019, Antwerp, Belgium, November 7-9, 2019. 3PGCIC Leonard Barolli, Peter Hellinckx, Juggapong Natwichai
2020	—	`conf`	Applying Artificial Intelligence for the Detection and Analysis of Weather Phenomena in Vehicle Sensor Data. 3PGCIC Wouter Van den Bogaert, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Peter Hellinckx
2020	—	`conf`	Component-based Timing Analysis for Embedded Software Components in Cyber-Physical Systems. MECO Haoxuan Li, Ken Vanherpen, Peter Hellinckx, Siegfried Mercelis, Paul De Meulenaere
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	J	`jnl`	Designing resource-constrained neural networks using neural architecture search targeting embedded devices. Internet Things Amber Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2020	—	`conf`	Evaluation of Objective Function Descriptions And Optimization Methodologies For Task Allocation In A Dynamic Fog Environment. IoTSMS Reinout Eyckerman, Siegfried Mercelis, Johann Marquez-Barja, Peter Hellinckx
2020	J	`jnl`	Exploiting non-i.i.d. data towards more robust machine learning algorithms. CoRR Wim Casteels, Peter Hellinckx
2020	—	`conf`	Intelligent Data Sharing in Digital Twins: Positioning Paper. 3PGCIC Thomas Cassimon, Jens de Hoog, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2020	—	`conf`	Lane Marking Detection Using LiDAR Sensor. 3PGCIC Ahmed N. Ahmed, Sven Eckelmann, Ali Anwar, Toralf Trautmann, Peter Hellinckx
2020	J	`jnl`	Learning to Communicate Using Counterfactual Reasoning. CoRR Simon Vanneste, Astrid Vanneste, Siegfried Mercelis, Peter Hellinckx
2020	J	`jnl`	Online reverse engineering of CAN data. Internet Things Jens de Hoog, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Peter Hellinckx
2020	J	`jnl`	Real-time virtualization with Xvisor. Internet Things Yorick De Bock, Siegfried Mercelis, Jan Broeckhove, Peter Hellinckx
2020	J	`jnl`	Requirements for distributed task placement in the fog. Internet Things Reinout Eyckerman, Siegfried Mercelis, Johann Marquez-Barja, Peter Hellinckx
2020	J	`jnl`	Resource efficient sensor fusion by knowledge-based network pruning. Internet Things Dieter Balemans, Wim Casteels, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2020	—	`conf`	Towards Detection of Road Weather Conditions using Large-Scale Vehicle Fleets. VTC Spring Siegfried Mercelis, Sylvain Watelet, Wim Casteels, Toon Bogaerts, Joris Van den Bergh, Maarten Reyniers, Peter Hellinckx
2020	—	`conf`	Towards Hybrid Camera Sensor Simulation for Autonomous Vehicles. 3PGCIC Dieter Balemans, Yves De Boeck, Jens de Hoog, Ali Anwar, 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	J	`jnl`	Cost-aware hybrid cloud scheduling of parameter sweep calculations using predictive algorithms. Int. J. Grid Util. Comput. Stig Bosmans, Glenn Maricaux, Filip Van der Schueren, 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	—	`conf`	Distributed Task Placement in the Fog: A Positioning Paper. 3PGCIC Reinout Eyckerman, Siegfried Mercelis, Johann Marquez-Barja, 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
2019	J	`jnl`	Enhancing Students' Learning Experience via Low-Cost Network Laboratories. IEEE Commun. Mag. Nina Slamnik-Krijestorac, Stig Bosmans, Peter Hellinckx, Johann M. Márquez-Barja
2019	J	`jnl`	Impact of software architecture on execution time: a power window TACLeBench case study. Int. J. Grid Util. Comput. Haoxuan Li, Paul De Meulenaere, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Improving Machine Learning-Based Decision-Making Through Inclusion of Data Quality. BNAIC/BENELEARN Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Learning to Communicate with Multi-agent Reinforcement Learning Using Value-Decomposition Networks. 3PGCIC Simon Vanneste, Astrid Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	LiDAR and Camera Sensor Fusion for 2D and 3D Object Detection. 3PGCIC Dieter Balemans, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Online Reverse Engineering of CAN Data. 3PGCIC Jens de Hoog, Nick Castermans, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Reducing Computational Cost Of Large-Scale Simulations Using Opportunistic Model Approximation. SpringSim Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil
2019	J	`jnl`	Testing IoT systems using a hybrid simulation based testing approach. Computing Stig Bosmans, Siegfried Mercelis, Joachim Denil, Peter Hellinckx
2019	J	`jnl`	Towards a distributed real-time hybrid simulator for autonomous vehicles. Computing Jens de Hoog, Arthur Janssens, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Using Neural Architecture Search to Optimize Neural Networks for Embedded Devices. 3PGCIC Amber Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2018	—	`conf`	A Model for Data Enrichment over IoT Streams at Edges of Internet. 3PGCIC Reinout Van Hille, Fatos Xhafa, 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`	A particle Swarm Optimization-based Heuristic for Optimal Cost Estimation in Internet of Things Environment. BDIOT Muddsair Sharif, Siegfried Mercelis, Johann Marquez-Barja, Peter Hellinckx
2018	—	`conf`	Challenges of Modeling and Simulating Internet of Things Systems. 3PGCIC Stig Bosmans, Siegfried Mercelis, Joachim Denil, Peter Hellinckx
2018	—	`conf`	Context-Aware Distribution In Constrained IoT Environments. 3PGCIC Reinout Eyckerman, Muddsair Sharif, 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`	IT in Road Construction: Recommendations for the Development of Production, Transport and Paving Data Storage in the Flemish Region. BDIOT Muddsair Sharif, Geert Jacobs, Wim Van den bergh, 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
2018	—	`conf`	Towards a Scalable Distributed Real-Time Hybrid Simulator for Autonomous Vehicles. 3PGCIC Jens de Hoog, Manu Pepermans, Siegfried Mercelis, Peter Hellinckx
2018	J	`jnl`	Towards evaluating emergent behavior of the Internet of Things using large scale simulation techniques. CoRR Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil
2018	—	`conf`	Towards evaluating emergent behavior of the internet of things using large scale simulation techniques (wip). SpringSim (TMS) Stig Bosmans, Siegfried Mercelis, Peter Hellinckx, Joachim Denil
2017	—	`conf`	Acsim: Towards Hyper-scalable Internet of Things Simulation. 3PGCIC Stig Bosmans, Siegfried Mercelis, Marc Ceulemans, Joachim Denil, 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
2017	—	`conf`	Context-Aware Optimization of Distributed Resources in Internet of Things Using Key Performance Indicators. 3PGCIC Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx
2017	—	`conf`	Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site. 3PGCIC Frédéric Melaerts, Siegfried Mercelis, Marc Ceulemans, Peter Hellinckx
2017	—	`conf`	Towards Real-time Smart Road Construction: Efficient Process Management through the Implementation of Internet of Things. BDIOT Muddsair Sharif, Siegfried Mercelis, Wim Van den bergh, 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
2016	—	`conf`	Powerwindow: a Multi-component TACLeBench Benchmark for Timing Analysis. 3PGCIC Haoxuan Li, Paul De Meulenaere, Peter Hellinckx
2016	—	`conf`	TACLeBench: A Benchmark Collection to Support Worst-Case Execution Time Research. WCET Heiko Falk, Sebastian Altmeyer, Peter Hellinckx, Björn Lisper, Wolfgang Puffitsch, Christine Rochange, Martin Schoeberl, Rasmus Bo Sørensen, Peter Wägemann, Simon Wegener
2016	—	`conf`	Task-Set Generator for Schedulability Analysis using the TACLeBench benchmark suite. EWiLi Yorick De Bock, Sebastian Altmeyer, Jan Broeckhove, Peter Hellinckx
2015	—	`conf`	Hierarchical Real-Time Multi-core Scheduling through Virtualization: A Survey. 3PGCIC Yorick De Bock, Jan Broeckhove, Peter Hellinckx
2014	J	`jnl`	DDoS defense system for web services in a cloud environment. Future Gener. Comput. Syst. Thomas Vissers, Thamarai Selvi Somasundaram, Luc Pieters, Kannan Govindarajan, Peter Hellinckx
2013	—	`conf`	Model Driven Engineering for Building Automation, a Research Agenda. 3PGCIC Philip Luyckx, Peter Hellinckx, Hans Vangheluwe
2013	J	`jnl`	Survey of the DASH7 Alliance Protocol for 433 MHz Wireless Sensor Communication. Int. J. Distributed Sens. Networks Maarten Weyn, Glenn Ergeerts, Luc Wante, Charles Vercauteren, Peter Hellinckx
2013	—	`conf`	Taxonomy of Real-Time Hypervisors. 3PGCIC Nills Franssens, Jan Broeckhove, Peter Hellinckx
2012	—	`conf`	Modeling Resource Prices in Grid Markets. 3PGCIC Ramadan Arfa, Peter Hellinckx, Jan Broeckhove
2009	Misc	`conf`	Predicting Parameter Sweep Jobs: From Simulation to Grid Implementation. CISIS Peter Hellinckx, Sam Verboven, Frans Arickx, Jan Broeckhove
2009	—	`ch.`	Runtime Prediction in Desktop Grid Scheduling. Parallel Programming, Models and Applications in Grid and P2P Systems Peter Hellinckx, Sam Verboven, Frans Arickx, Jan Broeckhove
2008	—	`—`	De evolutie naar desktop grids, problemen en oplossingen Peter Hellinckx
2008	—	`conf`	Dynamic Grid Scheduling Using Job Runtime Requirements and Variable Resource Availability. Euro-Par Sam Verboven, Peter Hellinckx, Jan Broeckhove, Frans Arickx
2008	C	`conf`	Runtime Prediction Based Grid Scheduling of Parameter Sweep Jobs. APSCC Sam Verboven, Peter Hellinckx, Frans Arickx, Jan Broeckhove
2007	J	`jnl`	The CoBRA grid: a highly configurable lightweight grid. Int. J. Web Grid Serv. Peter Hellinckx, Frans Arickx, Jan Broeckhove, Gunther Stuer
2006	B	`conf`	Grid-User Driven Grid Research, The CoBRA Grid. CCGRID Peter Hellinckx, Gunther Stuer, Wouter Hendrickx, Frans Arickx, Jan Broeckhove
2005	Misc	`conf`	User Experiences with Nuclear Physics Calculations on a H2O Metacomputing System and on the BEgrid. International Conference on Computational Science (2) Peter Hellinckx, Kurt Vanmechelen, Gunther Stuer, Frans Arickx, Jan Broeckhove
2004	—	`conf`	A performance analysis framework for reso urce scavenging systems. Parallel and Distributed Computing and Networks David Dewolfs, Gunther Stuer, Frederic Hancke, Peter Hellinckx, Jan Broeckhove, Frans Arickx, Tom Dhaene