Mixtures of spatial spline regressions for clustering and classification.
Hien Duy NguyenGeoffrey J. McLachlanIan A. WoodPublished in: Comput. Stat. Data Anal. (2016)
Keyphrases
- unsupervised learning
- classification accuracy
- unsupervised clustering
- classification scheme
- clustering method
- clustering algorithm
- pattern recognition
- feature vectors
- classification method
- unsupervised classification
- support vector machine
- high dimensionality
- clustering analysis
- spatial clustering
- pattern classification
- spatial information
- supervised classification
- machine learning
- supervised learning
- decision trees
- support vector machine svm
- grid cells
- neural network
- feature selection
- feature extraction
- data clustering
- text classification
- class labels
- k means
- cluster analysis
- preprocessing
- mixtures of gaussians
- gene expression profiles
- spatio temporal
- outlier detection
- support vector
- automatic classification
- classification models
- density estimation
- feature space
- hierarchical clustering
- classification rules
- document clustering
- pairwise