Adaptive Affine Subspace Self-organizing Map with Kernel Method.
Hideaki KawanoKeiichi HorioTakeshi YamakawaPublished in: ICONIP (2004)
Keyphrases
- self organizing maps
- kernel methods
- feature space
- neural network
- input data
- kernel function
- learning vector quantization
- som neural network
- unsupervised learning
- support vector
- reproducing kernel hilbert space
- machine learning
- probabilistic neural network
- support vector machine
- low dimensional
- kernel matrix
- reproducing kernel
- growing self organizing map
- maximum likelihood
- feature maps
- feature extraction
- mixture model
- k means
- principal components
- high dimensional
- object recognition
- clustering algorithm