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Bezdek, James C.
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A rapid hybrid clustering algorithm for large volumes of high dimensional data
Rathore P., Kumar D., Bezdek J., Rajasegarar S., Palaniswami M. IEEE Transactions on Knowledge and Data Engineering 31(4): 641-654, 2019. Type: Article
FensiVAT is a rapid hybrid clustering algorithm that identifies clusters in large datasets characterized by many instances (
N
) and multiple features (
p
) in each instance....
...
Mar 10 2020
Fuzzy models and algorithms for pattern recognition and image processing (The Handbooks of Fuzzy Sets Series)
Bezdek J., Keller J., Krisnapuram R., Pal N., Springer-Verlag New York, Inc., Secaucus, NJ, 2005. 776 pp. Type: Book (9780387245157)
A general difficulty that arises when one tries to construct a model is that considerable idealizations are often necessary to move from a given problem to a suitable model. Although advances in computer technology have made it possibl...
...
Dec 1 2005
Convergence of alternating optimization
Bezdek J., Hathaway R. Neural, Parallel & Scientific Computations 11(4): 351-368, 2003. Type: Article
A local and global convergence theory for the alternating method is presented in this paper. This method is an iterative procedure for minimizing a nonlinear function; at each step, a subset of the variables is selected, and the functi...
...
Mar 29 2004
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