Effective Statistical Learning Methods for Actuaries III: Neural Networks and Extensions (Paperback, 2019)

Preface. - Feed-forward Neural Networks. - Byesian Neural Networks and GLM. - Deep Neural Networks.- Dimension-Reduction with Forward Neural Nets Applied to Mortality. - Self-organizing Maps and k-means clusterin in non Life Insurance. - Ensemble of Neural Networks.-  Gradient Boosting with Neural Networks. - Time Series Modelling with Neural Networks.- References.