Auto-SOM: Recursive Parameter Estimation for Guidance of Self-Organizing Feature Maps.
Karin HaeseGeoffrey J. GoodhillPublished in: Neural Comput. (2001)
Keyphrases
- parameter estimation
- self organizing maps
- maximum likelihood
- least squares
- markov random field
- parameter values
- model selection
- parameter estimation algorithm
- random fields
- em algorithm
- statistical models
- maximum likelihood estimation
- competitive learning
- expectation maximization
- high dimensional
- posterior distribution
- approximate inference
- model fitting
- data mining
- neural network
- parameters estimation
- estimation problems
- parameter estimates
- probabilistic model
- machine learning
- image segmentation
- feature vectors
- k means