Autonomous and deterministic probabilistic neural network using global k-means

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Autonomous and deterministic probabilistic neural network using global k-means

We present a comparative study between Expectation-Maximization (EM) trained probabilistic neural network (PNN) with random initialization and with initialization from Global k-means. To make the results more comprehensive, the algorithm was tested on both homoscedastic and heteroscedastic PNNs. Nor...

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Bibliographic Details
Main Authors:	Chang, Roy Kwang Yang, Loo, Chu Kiong, Chu Kiong, Rao, , Machavaram V. C.
Format:	Article
Published:	2006
Subjects:	QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://shdl.mmu.edu.my/2066/

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