Clustering Analysis of Multivariate Data: A Weighted Spatial Ranks-Based Approach

Determining the right number of clusters without any prior information about their numbers is a core problem in cluster analysis. In this paper, we propose a nonparametric clustering method based on different weighted spatial rank (WSR) functions. The main idea behind WSR is to define a dissimilarit...

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Bibliographic Details
Main Authors: Mohammed H. Baragilly, Hend Gabr, Brian H. Willis
Format: Article
Language:English
Published: Hindawi Limited 2023-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2023/8849404