Research

Research Expertise

• Statistical machine learning and interpretable artificial intelligence

• Actuarial modelling and insurance risk analytics

• Automobile insurance pricing, rate regulation, and pricing fairness

• Spatial and spatio-temporal modelling of insurance risk

• Geographical rating territory design and risk classification

• Loss distribution modelling and claims analytics

• Predictive modelling in insurance and finance

• Insurance fraud detection and clustering methods

• High-dimensional data analysis and feature extraction

• Functional data analysis and multivariate statistical methods

• Time series analysis and forecasting

• Biomedical signal processing and pattern recognition

• Statistical analysis of computer simulation experiments

• Fuzzy reinforcement learning and intelligent control

• Variable importance, feature selection, and multi-criteria decision analysis