Blar i USN Open Archive på forfatter "Djenouri, Youcef"
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Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles
Djenouri, Youcef; Belbachir, Nabil; Michalak, Tomasz; Belhadi, Asma; Srivastava, Gautam (Peer reviewed; Journal article, 2024)We introduce an innovative methodology for the identification of vehicular collisions within Internet of Vehicles (IoV) applications. This approach combines a knowledge base system with deep learning for model selection ... -
Ensemble Learning and Pruning for Image Classification in Maritime Management Systems
Mesgaribarzi, Niusha (Master thesis, 2024)In this thesis, the exploration of how maritime management systems can be optimized is considered, and it also revisits cutting-edge deep learning architectures based on ensemble learning techniques. Within the analysis ... -
A graph neural approach for group recommendation system based on pairwise preferences
Abolghasemi, Roza; Viedma, Enrique Herrera; Engelstad, Paal E.; Djenouri, Youcef; Yazidi, Anis (Peer reviewed; Journal article, 2024)Pairwise preference information, which involves users expressing their preferences by comparing items, plays a crucial role in decision-making and has recently found application in recommendation systems. In this study, ... -
Intelligent explainable optical sensing on Internet of nanorobots for disease detection
Mesgaribarzi, Niusha; Djenouri, Youcef; Belbachir, Nabil; Michalak, Tomasz; Srivastava, Gautam (Peer reviewed; Journal article, 2024)Combining deep learning (DL) with nanotechnology holds promise for transforming key facets of nanoscience and technology. This synergy could pave the way for groundbreaking advancements in the creation of novel materials, ...