2 papers
stat.AP2025
Assessing Driving Risk Through Unsupervised Detection of Anomalies in Telematics Time Series Data
Ian Weng Chan, Andrei L. Badescu, X. Sheldon Lin
Vehicle telematics provides granular data for dynamic driving risk assessment, but current methods often rely on aggregated metrics (e.g., harsh braking counts) and do not fully ex…
stat.AP2024
Data Mining of Telematics Data: Unveiling the Hidden Patterns in Driving Behaviour
Ian Weng Chan, Spark C. Tseung, Andrei L. Badescu +1
With the advancement in technology, telematics data which capture vehicle movements information are becoming available to more insurers. As these data capture the actual driving be…