A parallel growing architecture for self-organizing maps with unsupervised learning.
Iren ValovaDaniel SzerNatacha GueorguievaAlexandre BuerPublished in: Neurocomputing (2005)
Keyphrases
- self organizing maps
- unsupervised learning
- semi supervised
- supervised learning
- competitive learning
- data clustering
- neural gas
- cluster analysis
- machine learning
- feature selection
- network anomaly detection
- topology preserving
- dimensionality reduction
- anomaly detection
- text classification
- neural network
- som neural network
- model selection
- expectation maximization
- k means
- object recognition
- visualization methods
- database