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Model reduction, optimal prediction, and the Mori-Zwanzig representation of Markov chains
Markov chains Mori-Zwanzig representation
2015/6/19
Model reduction methods from diverse fields---including control, statistical mechanics and economics---aimed at systems that can be represented by Markov chains, are discussed in terms of their genera...
Automatic motion learning in the presence of anomalies using coefficient feature space representation of trajectories
Object trajectory dimensionality reduction trajectory clustering
2009/9/9
Techniques for understanding video object motion activity are becoming increasingly important with the widespread adoption of CCTV surveillance systems. Motion trajectories provide rich spatiotemporal...