Clustering of Time Series for Usage-Based Insurance

Usage-based Insurance (UBI) sets costs based on measurements of a driver's behavior while driving. These measurements can be acquired from sensors and advanced driver assistance systems. This project focuses on a key challenge associated with UBI: identifying different driving styles and determining which customers have which styles under which conditions. This task is further complicated by the presence of missing or corrupted data.

2018 - presentpresent