IEEE - Institute of Electrical and Electronics Engineers, Inc. - Clustering Analysis Using Data Range Aware Seeding and Agglomerative Expectation Maximization

2007 Third International IEEE Conference on Signal-Image Technologies and Internet-Based System (SITIS)

Author(s): Hongwei Zhu ; Honglei Zhu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2007
Conference Location: Shanghai, China
Conference Date: 16 December 2007
Page(s): 904 - 911
ISBN (Paper): 978-0-7695-3122-9
DOI: 10.1109/SITIS.2007.61
Regular:

Expectation maximization (EM) is a local maximization method of the mixture model. When applied to clustering analysis, it generates good results only with reasonably good initialization, which... View More

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