Bayesian nonparametric clustering with Dirichlet process mixture model for mixed-type data

Mixture models have been applied regularly by many researchers for clustering and density estimations. In particular, the Bayesian nonparametric mixture model involving the Dirichlet process prior has recently enjoyed popularity in clustering due to its flexibility, allowing the number of mixture...

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書目詳細資料

主要作者:	Burhanuddin, Nurul Afiqah
格式:	Thesis
語言:	英语
出版:	2024
主題:	Mixture (Mathematics) Clustering (Statistics) Bayesian statistical decision theory
在線閱讀:	http://psasir.upm.edu.my/id/eprint/118420/1/118420%20%28IR%29.pdf