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K-tree provides a scalable approach to clustering inspired by the B+-tree and k-means algorithms. Clustering can be used to solve problems in signal processing, machine learning and other contexts.

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K-tree running on the test dataset provided.
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K-tree clusters displayed in Matlab. Red dots are centroids.
 

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