The impact of learning parameters on Bayesian self-organizing maps: An empirical study.
Xiaolian GuoHaiying WangDavid H. GlassPublished in: ICNC (2011)
Keyphrases
- self organizing maps
- unsupervised learning
- learning algorithm
- reinforcement learning
- learning process
- supervised learning
- bayesian methods
- neural network
- information retrieval
- active learning
- competitive learning
- maximum likelihood
- visualization methods
- data sets
- topology preserving
- information theoretic
- input data
- principal component analysis
- natural language processing
- knowledge discovery
- feature space
- pattern recognition