34 search results - page 4 / 7 » GFAM: Evolving Fuzzy ARTMAP Neural Networks |
IJCNN
2006
IEEE
15 years 3 months ago
2006
IEEE
— In this paper a Particle Swarm Optimization (PSO)-based training strategy is introduced for fuzzy ARTMAP that minimizes generalization error while optimizing parameter values. ...
100
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SOCO
2008
Springer
14 years 8 months ago
2008
Springer
Location awareness is the key capability of mobilecomputingapplications. Despitehighdemand, indoor location technologies have not become truly ubiquitous mainly due to their requir...
78
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EUSFLAT
2007
14 years 11 months ago
2007
The patterns which are presented to a Fuzzy ARTmap network should be preprocessed in such a way that the data are of appropriate clearance. In order to decrease the degree of simi...
IJCNN
2008
IEEE
15 years 4 months ago
2008
IEEE
— This paper presents a Fuzzy ARTMAP (FAM) based modular architecture for multi-class pattern recognition known as Modular Adaptive Resonance Theory Map (MARTMAP). The prediction...
94
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CEC
2010
IEEE
14 years 10 months ago
2010
IEEE
A key feature in population based optimization algorithms is the ability to explore a search space and make a decision based on multiple solutions. In this paper, an incremental le...