A novel stock forecasting model based on High-order-fuzzy-fluctuation Trends and Back Propagation Neural Network.

In this paper, we propose a hybrid method to forecast the stock prices called High-order-fuzzy-fluctuation-Trends-based Back Propagation(HTBP)Neural Network model. First, we compare each value of the historical training data with the previous day's value to obtain a fluctuation trend time serie...

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Bibliographic Details
Main Authors: Hongjun Guan, Zongli Dai, Aiwu Zhao, Jie He
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5805297?pdf=render