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Simultaneous Subspace Clustering and Cluster Number Estimating Based on Triplet Relationship

Simultaneous Subspace Clustering and Cluster Number Estimating Based on Triplet Relationship

In this paper, we propose a unified framework to discover the number of clusters and group the data points into different clusters using subspace clustering simultaneously. Real data distributed in a high-dimensional space can be disentangled into a union of low-dimensional subspaces, which can benefit various applications. To explore such …