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A Reconcile of Density Based and Hierarchical Clustering Based on the Laws of Physics | IEEE Conference Publication | IEEE Xplore

A Reconcile of Density Based and Hierarchical Clustering Based on the Laws of Physics


Abstract:

In this paper a new approach toward data processing is proposed that is inspired by all the prominent data clustering algorithms proposed by scholars. The main motif that...Show More

Abstract:

In this paper a new approach toward data processing is proposed that is inspired by all the prominent data clustering algorithms proposed by scholars. The main motif that drove this approach was to mix hierarchical clustering methods with Gaussian Estimators as to find a hidden structure in data that was not reachable using traditional bandwidth estimators. Instead the criteria for assessing similarity among data was the principles for Newtonian Physics.
Date of Conference: 04-06 January 2021
Date Added to IEEE Xplore: 17 March 2021
ISBN Information:
Conference Location: Seoul, Korea (South)

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