IEEE - Institute of Electrical and Electronics Engineers, Inc. - A robust clustering algorithm based on competitive agglomeration and soft rejection of outliers

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

Author(s): H. Frigui ; R. Krishnapuram
Sponsor(s): IEEE Comput. Soc. Tech. Committee on Pattern Analysis & Machine Intelligence
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1996
Conference Location: San Francisco, CA, USA, USA
Conference Date: 18 June 1996
Page Count: 6
Page(s): 550 - 555
ISBN (Paper): 0-8186-7259-5
ISSN (Paper): 1063-6919
DOI: 10.1109/CVPR.1996.517126
Regular:

We present a new clustering algorithm that addresses two major issues associated with conventional partitional clustering: the difficulty in determining the number of clusters, and the sensitivity... View More

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