Metamodelling of noise to image classification performance
De Hoog, Jens, Anwar, Ali, Reiter, Philippe, Mercelis, Siegfried, Hellinckx, Peter
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency
Vanneste, Simon, de Hoog, Jens, Huybrechts, Thomas, Bosmans, Stig, Eyckerman, Reinout, Sharif, Muddsair, Mercelis, Siegfried, Hellinckx, Peter
Published in Future internet (01.07.2019)
Published in Future internet (01.07.2019)
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Journal Article
Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services
Naudts, Dries, Maglogiannis, Vasilis, Hadiwardoyo, Seilendria, van den Akker, Daniel, Vanneste, Simon, Mercelis, Siegfried, Hellinckx, Peter, Lannoo, Bart, Marquez-Barja, Johann, Moerman, Ingrid
Published in Future internet (01.03.2021)
Published in Future internet (01.03.2021)
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Journal Article
Graph Attention Based Feature Fusion For Collaborative Perception
Ahmed, Ahmed N., Mercelis, Siegfried, Anwar, Ali
Published in 2024 IEEE Intelligent Vehicles Symposium (IV) (02.06.2024)
Published in 2024 IEEE Intelligent Vehicles Symposium (IV) (02.06.2024)
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Conference Proceeding
Testing IoT systems using a hybrid simulation based testing approach
Bosmans, Stig, Mercelis, Siegfried, Denil, Joachim, Hellinckx, Peter
Published in Computing (01.07.2019)
Published in Computing (01.07.2019)
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Journal Article
LiDAR-BIND: Multi-Modal Sensor Fusion Through Shared Latent Embeddings
Balemans, Niels, Anwar, Ali, Steckel, Jan, Mercelis, Siegfried
Published in IEEE robotics and automation letters (01.11.2024)
Published in IEEE robotics and automation letters (01.11.2024)
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Journal Article
Hybrid modelling of a batch separation process
Di Caprio, Ulderico, Wu, Min, Elmaz, Furkan, Wouters, Yentl, Vandervoort, Niels, Anwar, Ali, Mercelis, Siegfried, Waldherr, Steffen, Hellinckx, Peter, Leblebici, M. Enis
Published in Computers & chemical engineering (01.09.2023)
Published in Computers & chemical engineering (01.09.2023)
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Journal Article
Requirements for distributed task placement in the fog
Eyckerman, Reinout, Mercelis, Siegfried, Marquez-Barja, Johann, Hellinckx, Peter
Published in Internet of things (Amsterdam. Online) (01.12.2020)
Published in Internet of things (Amsterdam. Online) (01.12.2020)
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Journal Article
Reinforcement learning-based approach for optimizing solvent-switch processes
Elmaz, Furkan, Di Caprio, Ulderico, Wu, Min, Wouters, Yentl, Van Der Vorst, Geert, Vandervoort, Niels, Anwar, Ali, Leblebici, M. Enis, Hellinckx, Peter, Mercelis, Siegfried
Published in Computers & chemical engineering (01.08.2023)
Published in Computers & chemical engineering (01.08.2023)
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Journal Article
Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders
Wu, Min, Di Caprio, Ulderico, Van Der Ha, Olivier, Metten, Bert, De Clercq, Dries, Elmaz, Furkan, Mercelis, Siegfried, Hellinckx, Peter, Braeken, Leen, Vermeire, Florence, Leblebici, M. Enis
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
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Journal Article
SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes
Wu, Min, Di Caprio, Ulderico, Elmaz, Furkan, Vermeire, Florence, Metten, Bert, Van Der Ha, Olivier, De Clercq, Dries, Mercelis, Siegfried, Hellinckx, Peter, Braeken, Leen, Leblebici, M. Enis
Published in Computers & chemical engineering (01.11.2023)
Published in Computers & chemical engineering (01.11.2023)
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Journal Article
Artificial Intelligence (AI) and Data-Driven Rehabilitation: The next frontier in the management of cardiometabolic disorders
Landry, Michel D., Van Wychen, Joost, Hellinckx, Peter, Rowe, Michael, Ahmadi, Elaheh, Coninx, Karin, Mercelis, Siegfried, Hansen, Dominique, Vissers, Dirk
Published in Archives of physical medicine and rehabilitation (01.08.2022)
Published in Archives of physical medicine and rehabilitation (01.08.2022)
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Journal Article
Adaptivity in multi-level traffic simulation using experimental frames
Bosmans, Stig, Bogaerts, Toon, Casteels, Wim, Mercelis, Siegfried, Denil, Joachim, Hellinckx, Peter
Published in Simulation modelling practice and theory (01.01.2022)
Published in Simulation modelling practice and theory (01.01.2022)
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Journal Article
Towards a distributed real-time hybrid simulator for autonomous vehicles
de Hoog, Jens, Janssens, Arthur, Mercelis, Siegfried, Hellinckx, Peter
Published in Computing (01.07.2019)
Published in Computing (01.07.2019)
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Journal Article
SMART: Selective MAC zero-optimization for neural network reliability under radiation
Rajappa, Anuj Justus, Reiter, Philippe, Sartori, Tarso Kraemer Sarzi, Laurini, Luiz Henrique, Fourati, Hassen, Mercelis, Siegfried, Famaey, Jeroen, Bastos, Rodrigo Possamai
Published in Microelectronics and reliability (01.11.2023)
Published in Microelectronics and reliability (01.11.2023)
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Journal Article
R2L-SLAM: Sensor Fusion-Driven SLAM Using mmWave Radar, LiDAR and Deep Neural Networks
Balemans, Niels, Hooft, Lucas, Reiter, Philippe, Anwar, Ali, Steckel, Jan, Mercelis, Siegfried
Published in 2023 IEEE SENSORS (29.10.2023)
Published in 2023 IEEE SENSORS (29.10.2023)
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Conference Proceeding
Real-time virtualization with Xvisor
De Bock, Yorick, Mercelis, Siegfried, Broeckhove, Jan, Hellinckx, Peter
Published in Internet of things (Amsterdam. Online) (01.09.2020)
Published in Internet of things (Amsterdam. Online) (01.09.2020)
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Journal Article
Resource efficient sensor fusion by knowledge-based network pruning
Balemans, Dieter, Casteels, Wim, Vanneste, Simon, de Hoog, Jens, Mercelis, Siegfried, Hellinckx, Peter
Published in Internet of things (Amsterdam. Online) (01.09.2020)
Published in Internet of things (Amsterdam. Online) (01.09.2020)
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Journal Article