Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecasting

C Wang, G Tan, SB Roy, BC Ooi - arXiv preprint arXiv:2411.15893, 2024 - arxiv.org
Urban spatio-temporal (ST) forecasting is crucial for various urban applications such as
intelligent scheduling and trip planning. Previous studies focus on modeling ST correlations …

Dadl: Long-Term Time Series Forecasting for Stock Index

X Ji, C Li, S Yang, Y Zhang, Z Wang - Available at SSRN 4846243 - papers.ssrn.com
Forecasting stock index in the long-term presents a significant challenge due to the non-
stationary nature of the stock market. Although short-term forecasting has been extensively …

[PDF][PDF] Exploring the Interplay of Quarterly Financial Metrics, Multi-Agent Sentiment Analysis, and Short-Term Stock Market Trends

SS Jaro, S Shekhar - arno.uvt.nl
The relationships between quarterly financial earnings metrics, multi-agent sentiment
analysis, and short-term stock market trends are crucial yet underexplored. This thesis …