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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
ELSEVIER SCIENCE BV
2006
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/3247/ http://shdl.mmu.edu.my/3247/1/1302.pdf |