Feb 21, 2013 · To improve the training speed and the flexibility of the incremental learning, a modified Fuzzy ARTMAP classifier is developed in which the ...

Abstract In this paper, an Ellipsoid ARTMAP (EAM) network model based on incremental learning algorithm is proposed to realize online learning and tool ...

EAM gets higher accuracy rate than FAM.EAM can learn new data incrementally without forgetting the original knowledge. In this paper, an Ellipsoid ARTMAP (EAM) ...

Incremental learning for online tool condition monitoring using Ellipsoid ARTMAP network model ... Citation Excerpt : Within the ARTMAP family, fuzzy ARTMAP (FAM) ...

In this work, a Fuzzy ARTMAP neural network with continuous training is proposed. This new network can acquire knowledge via classification or prediction.

This new network can acquire knowledge via classification or prediction. Modifications made to the architecture and learning algorithm enable online learning ...

This new network can acquire knowledge via classification or prediction. Modifications made to the architecture and learning algorithm enable online learning ...

An incremental, nonparametric probability estimation procedure using the fuzzy ARTMAP (adaptive resonance theory-supervised predictive mapping) neural network ...

May 8, 2017 · Abstract. As manufacturing processes become increasingly automated, so should tool condition monitoring (TCM) as it is.

Jan 21, 2015 · ... using neural networks. ORIGINAL ... Online incremental learning for tool condition classification using modified fuzzy ARTMAP network.