IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stabilization of cluster centers over fuzziness control parameter in component-wise Fuzzy c-Means clustering

2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Diptesh Das ; Aniruddha Sinha ; Kingshuk Chakravarty ; Amit Konar
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2013
Conference Location: Hyderabad, India
Conference Date: 7 July 2013
Page(s): 1 - 8
ISBN (CD): 978-1-4799-0020-6
ISBN (Electronic): 978-1-4799-0022-0
ISSN (Paper): 1098-7584
DOI: 10.1109/FUZZ-IEEE.2013.6622461
Regular:

This paper proposes an extension of the traditional Fuzzy c-Means algorithm by allowing each component of the datapoints to independently contribute in the decision-making process of determining... View More

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