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08/03/2023
Telematics Combined Actuarial Neural Networks for Cross-Sectional and Longitudinal Claim Count Data
We present novel cross-sectional and longitudinal claim count models for...
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09/26/2022
Enhancing Claim Classification with Feature Extraction from Anomaly-Detection-Derived Routine and Peculiarity Profiles
Usage-based insurance is becoming the new standard in vehicle insurance;...
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05/28/2021
How much telematics information do insurers need for claim classification?
It has been shown several times in the literature that telematics data c...
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01/30/2021
Synthetic Dataset Generation of Driver Telematics
This article describes techniques employed in the production of a synthe...
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07/06/2020
Cost-sensitive Multi-class AdaBoost for Understanding Driving Behavior with Telematics
Powered with telematics technology, insurers can now capture a wide rang...
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12/14/2018