Multi level perspectives in stock price forecasting: ICE2DE-MDL

This study proposes a novel hybrid model, called ICE2DE-MDL, integrating secondary decomposition, entropy, machine and deep learning methods to predict a stock closing price. In this context, first of all, the noise contained in the financial time series was eliminated. A denoising method, which uti...

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Bibliographic Details
Main Authors: Zinnet Duygu Akşehir, Erdal Kılıç
Format: Article
Language:English
Published: PeerJ Inc. 2024-06-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2125.pdf