A new learning algorithm for incremental self-organizing maps.
Yann PrudentAbdel EnnajiPublished in: ESANN (2005)
Keyphrases
- self organizing maps
- learning algorithm
- neural network
- competitive learning
- neural gas
- topology preserving
- training data
- unsupervised learning
- machine learning
- input data
- active learning
- k means
- learning process
- growing neural gas
- high dimensional input data
- learning rate
- data analysis
- visualization methods
- network anomaly detection
- maximum likelihood
- clustering method
- reinforcement learning
- som neural network