GTM: The Generative Topographic Mapping.
Christopher M. BishopMarkus SvensénChristopher K. I. WilliamsPublished in: Neural Comput. (1998)
Keyphrases
- generative topographic mapping
- data clustering
- dimension reduction
- self organizing maps
- semi supervised
- em algorithm
- density estimation
- data mining framework
- manifold learning
- low dimensional
- geodesic distance
- expectation maximization
- unsupervised learning
- machine learning
- clustering algorithm
- k means
- cluster analysis
- high dimensionality
- data sets
- maximum likelihood
- input data
- neural network
- bayesian networks
- euclidean space
- high dimensional data
- high dimensional
- active learning