High dimensional clustering for mixture models

Clustering is an essential subject in unsupervised learning. It is a common technique used in many fields, including machine learning, statistics, bioinformatics, and computer graphics. Classifying samples into homogeneous groups is based on different criterions. In this thesis, we focus on the clu...

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Bibliographic Details
Main Author: Liu, Yiming
Other Authors: Pan Guangming
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/142941