Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility
This paper presents a hybrid neural network classifier of fuzzy ARTMAP (FAM) and the dynamic decay adjustment (DDA) algorithm. The proposed FAMDDA model is a conflict-resolving classifier that can perform stable and incremental learning while settling overlapping of hyper-rectangular prototypes of d...
| Main Authors: | , , |
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| Format: | Article |
| Published: |
ELSEVIER SCIENCE BV
2008
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2780/ |