Nonparametric Clustering of Mixed Data Using Modified Chi-Squared Tests

We propose a non-parametric method to cluster mixed data containing both continuous and discrete random variables. The product space of the continuous and discrete sample space is transformed into a new product space based on adaptive quantization on the continuous part. Detection of cluster pattern...

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Bibliographic Details
Main Authors: Yawen Xu, Xin Gao, Xiaogang Wang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/12/1749