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Robust centroids using fuzzy clustering with feature partitions

✍ Scribed by Mark D. Alexiuk; Nicolino J. Pizzi


Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
575 KB
Volume
26
Category
Article
ISSN
0167-8655

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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