A growing Bayesian self-organizing map for data clustering.
Xiaolian GuoHaiying WangDavid H. GlassPublished in: ICMLC (2012)
Keyphrases
- data clustering
- self organizing maps
- unsupervised learning
- k means
- competitive learning
- cluster analysis
- clustering algorithm
- neural network
- supervised learning
- bayesian networks
- growing self organizing map
- som neural network
- generative topographic mapping
- learning vector quantization
- feature maps
- gene expression profiles
- feature selection
- posterior distribution
- probabilistic model
- dimensionality reduction
- input data
- data sets
- text classification
- data mining
- mixture model
- maximum likelihood
- expectation maximization
- dimension reduction
- text clustering
- training data
- clustering method
- natural language processing