Search Results - "Mercelis, Siegfried"

Learning to communicate using a communication critic and counterfactual reasoning.

Authors: Vanneste, Simon Vanneste, Astrid Mets, Kevin et al.

Source: Neural Computing & Applications; Nov2025, Vol. 37 Issue 31, p25645-25662, 18p

An in-depth analysis of discretization methods for communication learning using backpropagation with multi-agent reinforcement learning.

Authors: Vanneste, Astrid Vanneste, Simon De Schepper, Tom et al.

Source: Neural Computing & Applications; May2026, Vol. 38 Issue 10, p1-23, 23p

Scalable reinforcement learning-based neural architecture search.

Authors: Cassimon, Amber Mercelis, Siegfried Mets, Kevin

Source: Neural Computing & Applications; Jan2025, Vol. 37 Issue 1, p231-261, 31p

Performance of an End-to-End Inventory Demand Forecasting Pipeline Using a Federated Data Ecosystem †.

Authors: Moura, Henrique Duarte de Vleeschauwer, Els Haesendonck, Gerald et al.

Source: Engineering Proceedings; 2024, Vol. 68 Issue 1, p33, 10p

Towards a distributed real-time hybrid simulator for autonomous vehicles.

Authors: de Hoog, Jens Janssens, Arthur Mercelis, Siegfried et al.

Source: Computing; Jul2019, Vol. 101 Issue 7, p873-891, 19p

Testing IoT systems using a hybrid simulation based testing approach.

Authors: Bosmans, Stig Mercelis, Siegfried Denil, Joachim et al.

Source: Computing; Jul2019, Vol. 101 Issue 7, p857-872, 16p

A comprehensive review of datasets and deep learning techniques for vision in unmanned surface vehicles.

Authors: Trinh, Linh Mercelis, Siegfried Anwar, Ali

Source: Ocean Engineering. Aug2025, Vol. 334, pN.PAG-N.PAG. 1p.

Subjects: Deep learning, Computer vision, Autonomous vehicles, LIDAR, Research & development

C-SMART: A preprocessor for neural network performance and reliability under radiation.

Authors: Justus Rajappa, Anuj Reiter, Philippe Rech, Paolo et al.

Source: Microelectronics Reliability; Oct2025, Vol. 173, pN.PAG-N.PAG, 1p

Artificial Intelligence and Data-Driven Rehabilitation: The Next Frontier in the Management of Cardiometabolic Disorders.

Authors: Landry, Michel D. van Wijchen, Joost Hellinckx, Peter et al.

Source: Archives of Physical Medicine & Rehabilitation. Aug2022, Vol. 103 Issue 8, p1693-1695.

Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders.

Authors: Wu, Min Di Caprio, Ulderico Van Der Ha, Olivier et al.

Source: Chemometrics & Intelligent Laboratory Systems; May2024, Vol. 248, pN.PAG-N.PAG, 1p

SMART: Selective MAC zero-optimization for neural network reliability under radiation.

Authors: Rajappa, Anuj Justus Reiter, Philippe Sartori, Tarso Kraemer Sarzi et al.

Source: Microelectronics Reliability; Nov2023, Vol. 150, pN.PAG-N.PAG, 1p

SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes.

Authors: Wu, Min Di Caprio, Ulderico Elmaz, Furkan et al.

Source: Computers & Chemical Engineering; Nov2023, Vol. 179, pN.PAG-N.PAG, 1p

Hybrid modelling of a batch separation process.

Authors: Di Caprio, Ulderico Wu, Min Elmaz, Furkan et al.

Source: Computers & Chemical Engineering; Sep2023, Vol. 177, pN.PAG-N.PAG, 1p

Reinforcement learning-based approach for optimizing solvent-switch processes.

Authors: Elmaz, Furkan Di Caprio, Ulderico Wu, Min et al.

Source: Computers & Chemical Engineering; Aug2023, Vol. 176, pN.PAG-N.PAG, 1p

Adaptivity in multi-level traffic simulation using experimental frames.

Authors: Bosmans, Stig Bogaerts, Toon Casteels, Wim et al.

Source: Simulation Modelling Practice & Theory; Jan2022, Vol. 114, pN.PAG-N.PAG, 1p

Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems.

Authors: GHANE, SARA JACOBS, STEF HUYBRECHTS, THOMAS et al.

Source: ACM Transactions on Intelligent Systems & Technology. Apr2025, Vol. 16 Issue 2, p1-31. 31p.

Automated Testbench for Hybrid Machine Learning-Based Worst-Case Energy Consumption Analysis on Batteryless IoT Devices.

Authors: Huybrechts, Thomas Reiter, Philippe Mercelis, Siegfried et al.

Source: Energies (19961073). Jul2021, Vol. 14 Issue 13, p3914-3914. 1p.

Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services.

Authors: Naudts, Dries Maglogiannis, Vasilis Hadiwardoyo, Seilendria et al.

Source: Future Internet. Mar2021, Vol. 13 Issue 3, p81-81. 1p.

Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency †.

Authors: Vanneste, Simon de Hoog, Jens Huybrechts, Thomas et al.

Source: Future Internet. Jul2019, Vol. 11 Issue 7, p158-158. 1p.