Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model

Stock price prediction is a typical complex time series prediction problem characterized by dynamics, nonlinearity, and complexity. This paper introduces a generative adversarial network model that incorporates an attention m... | Find, read and cite all the research you need on Tech Science Press

Authors

Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2024-11-07
DOI
https://doi.org/10.32604/cmc.2024.056651
Citations
8
Primary Topic
Grey System Theory Applications
Type
article
Field-Weighted Citation Impact
3.92
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article

Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model

Lili Yin, Peng Li, Yiming Wei
8 citations
Computers, materials & continua/Computers, materials & continua (Print)
Grey System Theory Applications
3.92
article

Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model

Lili Yin, Peng Li, Yiming Wei
article en
8 citations

Abstract

Stock price prediction is a typical complex time series prediction problem characterized by dynamics, nonlinearity, and complexity. This paper introduces a generative adversarial network model that incorporates an attention m... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 82(1)
Decent work and economic growth
Openalex Percentile: Top 6%
Grey System Theory Applications
3.92
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Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model — Lili Yin, Peng Li, et al. · Computers, materials & continua/Computers, materials & continua (Print) (2024) | TGRS Research Map | TGRS