2 papers
q-fin.PM2025
Dynamic Investment Strategies Through Market Classification and Volatility: A Machine Learning Approach
Jinhui Li, Wenjia Xie, Luis Seco
This study introduces a dynamic investment framework to enhance portfolio management in volatile markets, offering clear advantages over traditional static strategies. Evaluates fo…
cs.LG2025
Machine Learning Techniques for Multifactor Analysis of National Carbon Dioxide Emissions
Wenjia Xie, Jinhui Li, Kai Zong +1
This paper presents a comprehensive study leveraging Support Vector Machine (SVM) regression and Principal Component Regression (PCR) to analyze carbon dioxide emissions in a globa…