3 papers
cs.LG2026
From Correlation to Causation in Lane Change Prediction for Automated Driving: A Causal Explanation Framework
Mohamed Manzour, Aditya Kumar, Augusto Luis Ballardini +1
Lane-change prediction is a central task in intelligent vehicles, where early maneuver anticipation can support safer decision-making. However, many existing approaches mainly lear…
cs.AR2025
Real-World Deployment of a Lane Change Prediction Architecture Based on Knowledge Graph Embeddings and Bayesian Inference
M. Manzour, Catherine M. Elias, Omar M. Shehata +2
Research on lane change prediction has gained a lot of momentum in the last couple of years. However, most research is confined to simulation or results obtained from datasets, lea…
cs.LG2023
Vehicle Lane Change Prediction based on Knowledge Graph Embeddings and Bayesian Inference
M. Manzour, A. Ballardini, R. Izquierdo +1
Prediction of vehicle lane change maneuvers has gained a lot of momentum in the last few years. Some recent works focus on predicting a vehicle's intention by predicting its trajec…