Time series data analysis using probabilistic and neural network
Chiu‐Che Tseng · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2006
Artificial intelligence decision support system is always a popular topic in providing the human user with an optimized decision recommendation when operating under uncertainty in complex environments.The particular focus of our discussion is to compare different methods of artificial intelligence decision support systems in the investment domain -the goal of investment decision-making is to select an optimal portfolio that satisfies the investor's objective, or, in other words, to maximize the investment returns under the constraints given by investors.In this study we applied several artificial intelligence systems like Influence Diagram (a special type of Bayesian network) and Neural Network to get experimental comparison analysis to facilitate users to intelligently select the best portfolio.