Multi Target XGBoost Cash Flow Prediction: An Efficient Machine Learning Algorithm For Future Liability Projections

Insurers are required to have buffers to be able to meet financial obligations that result from their portfolios, which are determined using a cash flow model. The input of such a cash flow model consists among of things, of two mortality tables and the portfolio of an insurer. Mortality rates are simulated using the Lee-Carter model. These...

Design for Remote Touch

Nowadays, Smart TV has been the new trend of TV landscape, which brings streaming media, personalized communication and social networking to TV screen in living room. How to add web-enhanced features to traditional TV viewing experience has been the focus of the competition in TV industry. As one of the major TV producers, Philips realizes that...