Boosting Poisson regression models with telematics car driving data

Assessing Driving Risk Using Internet of Vehicles Data: An Analysis Based on Generalized Linear Models

(2020) Shuai Sun et al.   SENSORS

JOINT OPTIMIZATION OF TRANSITION RULES AND THE PREMIUM SCALE IN A BONUS-MALUS SYSTEM

(2020) Kolos Csaba Ágoston et al.   Astin Bulletin

ADDRESSING IMBALANCED INSURANCE DATA THROUGH ZERO-INFLATED POISSON REGRESSION WITH BOOSTING

(2020) Simon C.K. Lee   Astin Bulletin

Automobile insurance classification ratemaking based on telematics driving data

(2019) Yifan Huang et al.   DECISION SUPPORT SYSTEMS

A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction

(2018) Thomas Wiatowski et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A data driven binning strategy for the construction of insurance tariff classes

(2018) Roel Henckaerts et al.   Scandinavian Actuarial Journal

Improving automobile insurance ratemaking using telematics: incorporating mileage and driver behaviour data

(2018) Mercedes Ayuso et al.   TRANSPORTATION

Claims frequency modeling using telematics car driving data

(2018) Guangyuan Gao et al.   Scandinavian Actuarial Journal

EDITORIAL: YES, WE CANN!

(2018) Mario V. Wüthrich et al.   Astin Bulletin

Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models

(2017) Yi Yang et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Using GPS data to analyse the distance travelled to the first accident at fault in pay-as-you-drive insurance

(2016) Mercedes Ayuso et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

The use of Annual Mileage as a Rating Variable

(2015) Jean Lemaire et al.   Astin Bulletin

A Posteriori Ratemaking with Panel Data

(2014) Jean-Philippe Boucher et al.   Astin Bulletin

Developing Singapore Driving Cycle for passenger cars to estimate fuel consumption and vehicular emissions

(2014) Sze-Hwee Ho et al.   ATMOSPHERIC ENVIRONMENT

Development of real-world driving cycle: Case study of Pune, India

(2008) Sanghpriya H. Kamble et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT