LSTM with Wavelet Transform Based Data Preprocessing for Stock Price Prediction

For profit maximization, the model-based stock price prediction can give valuable guidance to the investors. However, due to the existence of the high noise in financial data, it is inevitable that the deep neural networks trained by the original data fail to accurately predict the stock price. To a...

Full description

Bibliographic Details
Main Authors: Xiaodan Liang, Zhaodi Ge, Liling Sun, Maowei He, Hanning Chen
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/1340174