Fintech Index Prediction Based on RF‐GA‐DNN Algorithm

C Liu, Y Fan, X Zhu - Wireless Communications and Mobile …, 2021 - Wiley Online Library
The Fintech index has been more active in the stock market with the Fintech industry
expanding. The prediction of the Fintech index is significant as it is capable of instructing …

Stock Forecasting Model FS‐LSTM Based on the 5G Internet of Things

H Li, J Hua, J Li, G Li - Wireless Communications and Mobile …, 2020 - Wiley Online Library
This paper analyzed the development of data mining and the development of the fifth
generation (5G) for the Internet of Things (IoT) and uses a deep learning method for stock …

A Novel Stock Index Intelligent Prediction Algorithm Based on Attention‐Guided Deep Neural Network

Y Zhao - Wireless Communications and Mobile Computing, 2021 - Wiley Online Library
The stock market is affected by economic market, policy, and other factors, and its internal
change law is extremely complex. With the rapid development of the stock market and the …

Research and analysis of deep learning algorithms for investment decision support model in electronic commerce

Z Lei - Electronic Commerce Research, 2020 - Springer
In order to improve the accuracy of e-commerce decision-making, this paper proposes an
investment decision-making support model in e-commerce based on deep learning …

Exchange-traded fund price prediction based on the deep learning model

W Zheng - 2021 China Automation Congress (CAC), 2021 - ieeexplore.ieee.org
With the exchange-traded fund (EFT) expanding rapidly, more and more people begin to
invest in it, due to its lower risk and ideal returns. Forecasting the price of ETFs can greatly …

A novel AutoCNN model for stock market index prediction

Z Zouaghia, Z Kodia, L Ben Said - … of Telecommunications and …, 2024 - search.informit.org
Stock markets have a significant impact on the economic growth of countries. Predicting
stock market indices has been a complex task in recent years. Indeed, many researchers …

Stock Market Prediction Model Based on LSTM Deep Learning: The Case of Top Corporate Company in China

Y Zhang, GM Tumibay - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
The fluctuation of stock market price is the basis of stock market operation. The big
fluctuation of stock market price will cause huge losses to investors. Stock price fluctuation is …

Research on Shanghai Stock Exchange 50 Index Forecast Based on Deep Learning

Y Ding, N Sun, J Xu, P Li, J Wu… - … Problems in Engineering, 2022 - Wiley Online Library
After decades of advance development, China's stock market has gradually arisen into one
of the world's most important capital markets. The stock price index can well reflect the …

A hybrid improved LSTM-CNN model for Chinese stock price trend prediction

X Xu, M Yang, H Liu, D Zhang - 2022 IEEE 4th International …, 2022 - ieeexplore.ieee.org
Predicting the trend of stock price is a challenging task and good evaluation models can
bring huge profits. The classical linear prediction models are not suitable for the stock price …

Using Deep Learning Neural Networks and Stacking Ensemble Learning to Predict CSI 300 Index

W Wan, Q Xu, H Chen, Q Chen - 2022 9th International …, 2022 - ieeexplore.ieee.org
In the digital age, more and more households begin to invest in the stock market. Deep
learning has developed rapidly in recent years. Deep learning-based methods have also …