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Stock index forecasting based on TBA fusion model

Due to the volatility and complexity of stock market, stock index prediction has always been a challenge in the field of financial forecasting. Long short-term memory (LSTM) network model is commonly used in financial index forecasting, however, this model has some limitations in long time series w...

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Hlavní autoři: HAN Di, GUO Wei, LIAO Kai, SUN Chuanyi, WANG Bocheng, LIN Kunling
Médium: Artigo
Jazyk:Inglês
Vydáno: Science Press (China Science Publishing & Media Ltd.) 2023-11-01
Edice:Shenzhen Daxue xuebao. Ligong ban
Témata:
digital economy
stock index prediction
long short-term memory network
temporal convolutional network
attention mechanism
ablation experiment
On-line přístup:https://journal.szu.edu.cn/en/#/digest?ArticleID=2567
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