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Gravity Inspired Clustering Algorithm

Published • Dec 14, 2020
NobleIDNI5P81W79R70S82
Authors:
Imran Mohammed
,
Iain B. Collings
,
Stephen V. Hanly

Abstract

This paper presents a new clustering algorithm inspired by Newtonian gravity that iteratively groups data and eliminates outliers. In particular, we impose a grid over the region of interest and define a particle with data-dependent mass for each grid square. We then calculate a Newtonian inspired f...

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