Siegfried Mercelis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
9
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ESANN | Artificial Surrogate Model for Computational Fluid Dynamics. | Abdallah Alfaham, Siegfried Mercelis |
| 2025 | IECON | Advancing MOSFET Fault Type Detection Through Data-Driven Unsupervised Learning. | Abdallah Alfaham, Murat Kocak, Furkan Elmaz, Jrme Mitard, Joris Vanderschrick, Kevin Mets, Siegfried Mercelis |
| 2025 | VEHITS | Hybrid Framework for Real-Time Traffic Flow Estimation Using Breadth-First Search. | Sajjad Mahdaviabbasabad, Ynte Vanderhoydonc, Roeland Vandenberghe, Siegfried Mercelis |
| 2025 | VISIGRAPP | GIFF: Graph Iterative Attention Based Feature Fusion for Collaborative Perception. | Ahmed N. Ahmed, Siegfried Mercelis, Ali Anwar |
| 2024 | CoDIT | Enhancing public transport systems through scalable real-time forecasting solutions for the case study of Rennes | Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis |
| 2024 | IECON | Improving classification of road surface conditions via road area extraction and contrastive learning. | Linh Trinh, Ali Anwar, Siegfried Mercelis |
| 2024 | WACV | SeaDSC: A Video-Based Unsupervised Method for Dynamic Scene Change Detection in Unmanned Surface Vehicles. | Linh Trinh, Ali Anwar, Siegfried Mercelis |
| 2024 | VEHITS | History-Based Road Traffic Anomaly Detection Using Deep Learning and Real-World Data. | Alexander Michielsen, Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis |
| 2024 | VISIGRAPP | Deep Learning Model Compression for Resource Efficient Activity Recognition on Edge Devices: A Case Study. | Dieter Balemans, Benjamin Vandersmissen, Jan Steckel, Siegfried Mercelis, Philippe Reiter, Jos Oramas |
| 2023 | CVPR | The Second Monocular Depth Estimation Challenge. | Jaime Spencer, C. Stella Qian, Michaela Trescakova, Chris Russell, Simon Hadfield, Erich W. Graf, Wendy J. Adams, Andrew J. Schofield, James H. Elder, Richard Bowden, Ali Anwar, Hao Chen, Xiaozhi Chen, Kai Cheng, Yuchao Dai, Huynh Thai Hoa, Sadat Hossain, Jianmian Huang, Mohan Jing, Bo Li, Chao Li, Baojun Li, Zhiwen Liu, Stefano Mattoccia, Siegfried Mercelis, Myungwoo Nam, Matteo Poggi, Xiaohua Qi, Jiahui Ren, Yang Tang, Fabio Tosi, Linh Trinh, S. M. Nadim Uddin, Khan Muhammad Umair, Kaixuan Wang, Yufei Wang, Yixing Wang, Mochu Xiang, Guangkai Xu, Wei Yin, Jun Yu, Qi Zhang, Chaoqiang Zhao |
| 2022 | IECON | Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling. | Furkan Elmaz, Sara Ghane, Thomas Huybrechts, Ali Anwar, Siegfried Mercelis, Peter Hellinckx |
| 2022 | IECON | Reinforcement learning based mass flow and supply temperature control for combined heat distribution. | Stef Jacobs, Sara Ghane, Ali Anwar, Siegfried Mercelis, Peter Hellinckx, Ivan Verhaert |
| 2022 | IECON | Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. | Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx |
| 2021 | IECON | FF-GAT: Feature Fusion Using Graph Attention Networks. | Ahmed N. Ahmed, Ali Anwar, Siegfried Mercelis, Steven Latr, Peter Hellinckx |
| 2020 | MABS | Adaptivity in Distributed Agent-Based Simulation: A Generic Load-Balancing Approach. | Stig Bosmans, Toon Bogaerts, Wim Casteels, Siegfried Mercelis, Joachim Denil, Peter Hellinckx |
| 2020 | VTC | 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 |