Browsing USN Open Archive by Author "Michalak, Tomasz"
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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 ... -
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, ...