5 papers
Transformer-Based Financial Fraud Detection with Cloud-Optimized Real-Time Streaming
Tingting Deng, Shuochen Bi, Jue Xiao
As the financial industry becomes more interconnected and reliant on digital systems, fraud detection systems must evolve to meet growing threats. Cloud-enabled Transformer models…
The Role of AI in Financial Forecasting: ChatGPT's Potential and Challenges
Shuochen Bi, Tingting Deng, Jue Xiao
The outlook for the future of artificial intelligence (AI) in the financial sector, especially in financial forecasting, the challenges and implications. The dynamics of AI technol…
Comparative Analysis of LSTM, GRU, and Transformer Models for Stock Price Prediction
Jue Xiao, Tingting Deng, Shuochen Bi
In recent fast-paced financial markets, investors constantly seek ways to gain an edge and make informed decisions. Although achieving perfect accuracy in stock price predictions r…
Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis
Ke Xu, Yu Cheng, Shiqing Long +3
This paper focuses on the application and optimization of LSTM model in financial risk prediction. The study starts with an overview of the architecture and algorithm foundation of…
Application and practice of AI technology in quantitative investment
Shuochen Bi, Wenqing Bao, Jue Xiao +2
With the continuous development of artificial intelligence technology, using machine learning technology to predict market trends may no longer be out of reach. In recent years, ar…