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» GFAM: Evolving Fuzzy ARTMAP Neural Networks
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ESANN
2003
14 years 11 months ago
A Fuzzy ARTMAP Probability Estimator with Relevance Factor
Abstract. An incremental, nonparametric probability estimation procedure using a variation of the Fuzzy ARTMAP (FAM) neural network is introduced. The resulted network, called Fuzz...
Razvan Andonie, Lucian Sasu
NN
2002
Springer
119views Neural Networks» more  NN 2002»
14 years 9 months ago
Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP
In this paper we introduce novel geometric concepts, namely category regions, in the original framework of Fuzzy-ART (FA) and FuzzyARTMAP (FAM). The definitions of these regions a...
Georgios C. Anagnostopoulos, Michael Georgiopoulos
IJCNN
2007
IEEE
15 years 3 months ago
Context-Aware Fuzzy ArtMap for Received Signal Strength Based Location Systems
Abstract— Received Signal Strength (RSS) based location systems are potential candidates to enable indoor location aware services due to pervasively available wireless local area ...
Uzair Ahmad, Andrey Gavrilov, Sungyoung Lee, Young...
ANNPR
2008
Springer
14 years 11 months ago
Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network
Abstract. Automatic pattern classifiers that allow for on-line incremental learning can adapt internal class models efficiently in response to new information without retraining fr...
Jean-François Connolly, Eric Granger, Rober...
FLAIRS
1998
14 years 11 months ago
Predicting Hospital Length of Stay with Neural Networks
Critical careprovidersare facedwithresourceshortagesandmust find waysto effectively plan their resourceutilization. Neural networksprovide a newmethodfor evaluating traumapatient ...
Steven Walczak, Walter E. Pofahl, Ronald J. Scorpi...