3 papers
q-fin.TR2024
The Random Forest Model for Analyzing and Forecasting the US Stock Market in the Context of Smart Finance
Jiajian Zheng, Duan Xin, Qishuo Cheng +2
The stock market is a crucial component of the financial market, playing a vital role in wealth accumulation for investors, financing costs for listed companies, and the stable dev…
cs.CR2024
AI-Driven Anonymization: Protecting Personal Data Privacy While Leveraging Machine Learning
Le Yang, Miao Tian, Duan Xin +2
The development of artificial intelligence has significantly transformed people's lives. However, it has also posed a significant threat to privacy and security, with numerous inst…
q-fin.CP2024
Optimizing Portfolio Management and Risk Assessment in Digital Assets Using Deep Learning for Predictive Analysis
Qishuo Cheng, Le Yang, Jiajian Zheng +2
Portfolio management issues have been extensively studied in the field of artificial intelligence in recent years, but existing deep learning-based quantitative trading methods hav…