BLS-QLSTM: a novel hybrid quantum neural network for stock index forecasting

Abstract With the rapid development of investment markets and the diversification of investment products, accurate prediction of stock price trends is particularly important for investors and researchers. The complexity of the stock market and the nonlinear characteristics of the data make it diffic...

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Bibliographic Details
Main Authors: Liyun Su, Dan Li, Dongyang Qiu
Format: Article
Language:English
Published: Springer Nature 2025-07-01
Series:Humanities & Social Sciences Communications
Online Access:https://doi.org/10.1057/s41599-025-05348-z
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