A combined measure for quantifying and qualifying the topology preservation of growing self-organizing maps.
Soledad DelgadoConsuelo GonzaloEstibaliz MartinezAgueda ArqueroPublished in: Neurocomputing (2011)
Keyphrases
- self organizing maps
- topology preserving
- topology preservation
- competitive learning
- neural network
- unsupervised learning
- input data
- neural gas
- k means
- similarity measure
- distance measure
- feature maps
- binary images
- level set method
- active contours
- object recognition
- network anomaly detection
- level set
- feature selection