On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment

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On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment

This paper presents a hybrid network (FAMDDA-T) comprising the Fuzzy ARTMAP (FAM) neural network and the Dynamic Decay Adjustment (DDA) algorithm with an online pruning strategy. Twelve benchmark datasets are used to demonstrate the effectiveness of FAMDDA-T. The results of FAMDDA-T are compared wit...

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Bibliographic Details
Main Authors:	TAN, S, RAO, M, LIM, C
Format:	Article
Language:	English
Published:	ELSEVIER SCIENCE BV 2006
Subjects:	T Technology (General) QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://shdl.mmu.edu.my/3247/ http://shdl.mmu.edu.my/3247/1/1302.pdf

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