Probabilistic Self-Organizing Maps for multivariate sequences.
Rakia JaziriMustapha LebbahNicoleta RogovschiYounès BennaniPublished in: IJCNN (2011)
Keyphrases
- self organizing maps
- neural network
- competitive learning
- unsupervised learning
- hidden markov models
- topology preserving
- neural gas
- k means
- probabilistic model
- input data
- bayesian networks
- data clustering
- decision trees
- growing neural gas
- generative topographic mapping
- active learning
- data sets
- network anomaly detection
- som neural network