Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA

Pei Chen, Yaofang Suo, Rui Liu +1

Discovering dominant patterns and exploring dynamic behaviors especially critical state transitions and tipping points in high-dimensional time-series data are challenging tasks in…