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Self-Organizing Map

Known as: SOM 
A data visualization technique which reduces the dimensions of data through the use of self-organizing neural networks. SOMs scale well to large data… 
National Institutes of Health

Papers overview

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Review
2014
Review
2014
PURPOSE To integrate parameters on spectral-domain optical coherence tomography (SD-OCT) in diabetic retinopathy (DR) based on… 
2013
2013
Face recognition (FR) is a challenging issue due to variations in pose, illumination, and expression. The search results for most… 
Review
2009
Review
2009
Climate change effects in weather conditions and on grape vine phenology are of significant interest as the effects could cause… 
2008
2008
Despite all the standardization efforts made, medical diagnosis is still regarded as an art owing to the fact that that medical… 
2008
2008
When a cognitive system encounters particular objects, it needs to know what effect each of its possible actions will have on the… 
2007
2007
Dataset compiled from spreading hot spots, responsible for fire risk in many regions of Indonesian forests, are complex… 
2006
2006
We present a statistical analysis of a large set of absorption spectra of phytoplankton, measured in natural samples collected… 
Highly Cited
2005
Highly Cited
2005
This paper proposes an extension of the self-organizing map (SOM), in which the mapping objects themselves are self-organizing… 
2002
2002
An implementation of a network based Intrusion Detection System using a SelfOrganizing Map (SOM) as a clustering tool is…