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Fast accurate fuzzy clustering through data reduction

✍ Scribed by Eschrich, S.; Jingwei Ke; Hall, L.O.; Goldgof, D.B.

Book ID
115502307
Publisher
IEEE
Year
2003
Tongue
English
Weight
481 KB
Volume
11
Category
Article
ISSN
1063-6706

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A fuzzy c-means clustering algorithm is presented which is much faster than the traditional algorithm for data sets in which the number of features is significantly larger than the number of feature vectors. The algorithm is constructed by utilizing the covariance structure of feature vectors and cl