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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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Detalles Bibliográficos
Autores principales: Xu, Yawen, Gao, Xin, Wang, Xiaogang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778617/
https://www.ncbi.nlm.nih.gov/pubmed/36554154
http://dx.doi.org/10.3390/e24121749

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