Publications

Chan, I. W., Tseung, S. C., Badescu, A. L., & Lin, X. S. (2023). Data Mining of Telematics Data: Unveiling the Hidden Patterns in Driving Behaviour. Submitted for review. Preprint available at arXiv:2304.10591.

Tseung, S. C., Chan, I. W., Fung, T. C., Badescu, A. L., & Lin, X. S. (2022). A posteriori risk classification and ratemaking with random effects in the mixture-of-experts model. Submitted for review. Preprint available at arXiv:2209.15212.

Presentations

Upcoming:

Past:

The Logit-weighted Reduced Mixture of Experts (LRMoE) - A flexible modeling tool for actuarial applications, iCAS Data Science and Analytics Forum, Coronado, CA, USA, March 13, 2023

• Jupyter notebook for live demo

Mixture-of-Experts Models for Claim Frequency and Severity, CAS Ratemaking, Product and Modeling Seminar, Coronado, CA, USA, March 13-15, 2023

• Slides for presentation and Jupyter notebook for live demo