IEEE - Institute of Electrical and Electronics Engineers, Inc. - FCM algorithm besed on Normalized Mahalanobis distances in image clustering

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Jeng-Ming Yih
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 5
Page(s): 2,724 - 2,729
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580475
Regular:

The popular fuzzy c-means algorithm (FCM) based on Euclidean distance function converges to a local minimum of the objective function, which can only be used to detect spherical structural... View More

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