Showing cs.LGShow all
2 papers · 1 filter
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…
cs.LG2024
MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning
Junwei Su, Shan Wu, Jinhui Li
In this study, we explore the synergy of deep learning and financial market applications, focusing on pair trading. This market-neutral strategy is integral to quantitative finance…