4 citations · 8 across the 3 of their papers we have counts for
3 papers · 1 filter
How much telematics information do insurers need for claim classification?
Francis Duval, Jean-Philippe Boucher, Mathieu Pigeon
It has been shown several times in the literature that telematics data collected in motor insurance help to better understand an insured's driving risk. Insurers that use this data…
Cost-sensitive Multi-class AdaBoost for Understanding Driving Behavior with Telematics
Banghee So, Jean-Philippe Boucher, Emiliano A. Valdez
Powered with telematics technology, insurers can now capture a wide range of data, such as distance traveled, how drivers brake, accelerate or make turns, and travel frequency each…
A Claim Score for Dynamic Claim Counts Modeling
Jean-Philippe Boucher, Mathieu Pigeon
We develop a claim score based on the Bonus-Malus approach proposed by [7]. We compare the fit and predictive ability of this new model with various models for of panel count data.…