Self-organizing Maps as Substitutes for K-Means Clustering.
Fernando BaçãoVictor Sousa LoboMarco PainhoPublished in: International Conference on Computational Science (3) (2005)
Keyphrases
- self organizing maps
- k means
- neural network
- clustering algorithm
- unsupervised learning
- competitive learning
- neural gas
- data clustering
- topology preserving
- input data
- cluster analysis
- clustering method
- artificial neural networks
- expectation maximization
- network anomaly detection
- som neural network
- pattern recognition
- high dimensional input data