70 citations · 235 across the 11 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.AP2020★ 1 cited
Rapid Detection of Hot-spots via Tensor Decomposition with applications to Crime Rate Data
Yujie Zhao, Hao Yan, Sarah Holte +1
We propose an efficient statistical method (denoted as SSR-Tensor) to robustly and quickly detect hot-spots that are sparse and temporal-consistent in a spatial-temporal dataset th…
cs.LG2020★ 3 cited
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile
Ziyue Li, Hao Yan, Chen Zhang +1
Spatiotemporal data is very common in many applications, such as manufacturing systems and transportation systems. It is typically difficult to be accurately predicted given intrin…
stat.AP2020★ 12 cited
Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing
Hao Yan, Marco Grasso, Kamran Paynabar +1
The use of video-imaging data for in-line process monitoring applications has become more and more popular in the industry. In this framework, spatio-temporal statistical process m…