2 papers
cs.LG2026
TEFL: Prediction-Residual-Guided Rolling Forecasting for Multi-Horizon Time Series
Xiannan Huang, Shen Fang, Shuhan Qiu +3
Time series forecasting plays a critical role in domains such as transportation, energy, and meteorology. Despite their success, modern deep forecasting models are typically traine…
stat.AP2025
A Two-Stage Trip Inference Model of Purposes and Socio-Economic Attributes of Regular Public Transit Users
Yitong Chen, Wentao Dong, Chengcheng Yu +2
Data-driven research is becoming a new paradigm in transportation, but the natural lack of individual socio-economic attributes in transportation data makes research such as activi…