Artificial Intelligence Models for Financial Time Series

Abstract

Modeling and predicting the evolution of financial series has become an essential research domain for scientists and practitioners in the field of economics or finance. In this context, the purpose of this article is to determine two artificial intelligence alternative models for NYSE monthly series recorded for 53 years and to compare their performances.

Keywords

• time series
• gep
• svr
• mse
• mae
• mape