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  Bezdek, James C. Add to Alert Profile  
 
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  1 - 3 of 3 reviews    
   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....
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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...
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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...
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Mar 29 2004  

   
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