2 papers
stat.ME2025
Online Sequential Leveraging Sampling Method for Streaming Autoregressive Time Series with Application to Seismic Data
Rui Xie, T. N. Sriram, Wei Biao Wu +1
Seismic data contain complex temporal information that arrives at high speed and has a large, even potentially unbounded volume. The explosion of temporally correlated streaming da…
stat.AP2025
Comparative Analysis of Global and Local Probabilistic Time Series Forecasting for Contiguous Spatial Demand Regions
Jiahe Ling, Wei Biao Wu
This study evaluates three probabilistic forecasting strategies using LightGBM: global pooling, cluster-level pooling, and station-level modeling across a range of scenarios, from…