2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction

This study presents a novel, integrated deep-learning framework named 2LE-BO-DeepTrade for stock closing price prediction. This framework combines 2LE-ICEEMDAN denoising, deep learning models tuned with Bayesian optimization, and a piecewise linear representation (PLR)-based trading strategy. The fr...

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Bibliographic Details
Main Authors: Zinnet Duygu Akşehir, Erdal Kılıç
Format: Article
Language:English
Published: PeerJ Inc. 2025-08-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-3107.pdf
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