Ken-ichi Fukui

Spatio-Temporal Change Detection Using Granger Sequence Pattern

This paper proposed a method to detect changes in causal relations over a multi-dimensional sequence of events. Cluster Sequence Mining algorithm was modified to extract causal relations in the form of g-patterns: a pair of clusters of events that have their occurrence time determined by Granger cau…