Multilinear Subspace Clustering.

Kernfeld, Eric M.

Abstract: This thesis is on a topic from the mathematics of machine learning and statistical pattern recognition. In sections 1 to 4, we consider extensions of the subspace clustering problem, which has lately inspired algorithmic developments applicable to computer vision, genomics, music analysis, and electroencephalography. This problem is simple to state: given multivariate data grouped along ... read more

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Undergraduate Honors Theses
Cluster analysis.
Tufts University. Department of Mathematics.
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