Edge Learning of Vehicular Trajectories at Regulated Intersections. - Dinesh Cyril Selvaraj; Christian Vitale; Tania Panayiotou; Panayiotis Kolios; Carla-Fabiana Chiasserini; Georgios Ellinas (VTC Fall, 2021)

Human-Centered Traffic Management Supporting Smart Cities and the Metaverse. - Dinesh Cyril Selvaraj; Falko Dressler; Carla-Fabiana Chiasserini (MetaCom, 2023)

An ML-Aided Reinforcement Learning Approach for Challenging Vehicle Maneuvers. - Dinesh Cyril Selvaraj; Shailesh Hegde; Nicola Amati; Francesco Deflorio; Carla-Fabiana Chiasserini (IEEE Trans. Intell. Veh., 2023)

Adaptive Autopilot: Constrained Drl for Diverse Driving Behaviors. - Dinesh Cyril Selvaraj; Christian Vitale; Tania Panayiotou; Panayiotis Kolios; Carla-Fabiana Chiasserini; Georgios Ellinas (ITSC, 2024)

Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections. - Dinesh Cyril Selvaraj; Christian Vitale; Tania Panayiotou; Panayiotis Kolios; Carla-Fabiana Chiasserini; Georgios Ellinas (CoRR, 2024)

Personalized and Context-aware Route Planning for Edge-assisted Vehicles. - Dinesh Cyril Selvaraj; Falko Dressler; Carla-Fabiana Chiasserini (CoRR, 2024)

Estimating the Impact of Soft Errors on AI-Based Perception in Automotive. - Shailesh Hegde; Dinesh Cyril Selvaraj; Josie E. Rodriguez Condia; Nicola Amati; Carla-Fabiana Chiasserini; Francesco Deflorio; Matteo Sonza Reorda (LATS, 2025)