Links: A High-Dimensional Online Clustering Method.

Philip Andrew Mansfield
Philip Andrew Mansfield

arXiv: Machine Learning, (2018)

Cited by: 16|Views29
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Abstract:

We present a novel algorithm, called Links, designed to perform online clustering on unit vectors in a high-dimensional Euclidean space. The algorithm is appropriate when it is necessary to cluster data efficiently as it streams in, and is to be contrasted with traditional batch clustering algorithms that have access to all data at once. ...More

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