Kernel Methods for Clustering: Competitive Learning and C-Means.
Ryo InokuchiSadaaki MiyamotoPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2006)
Keyphrases
- kernel methods
- competitive learning
- self organizing maps
- data clustering
- k means
- information theoretic
- unsupervised learning
- similarity function
- kernel based clustering
- kernel function
- clustering algorithm
- machine learning
- neural network
- support vector
- support vector machine
- reproducing kernel hilbert space
- kernel matrix
- clustering method
- feature space
- feature maps
- kernel pca
- mutual information
- kernel matrices
- cluster analysis
- spectral clustering
- multiple kernel learning
- data points
- pairwise
- maximum likelihood
- input data