Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification.
Manazhy RashmiPraveen SankaranPublished in: J. Classif. (2019)
Keyphrases
- data sets
- data collection
- data points
- original data
- data sources
- clustering analysis
- data reduction
- training data
- support vector
- pattern recognition
- data analysis
- manifold structure
- spectral clustering
- high dimensional data
- feature space
- data structure
- data distribution
- database
- experimental conditions
- riemannian manifolds
- machine learning
- multidimensional data
- supervised classification
- feature extraction
- density estimation
- optimal solution
- active learning
- spatial data
- self organizing maps
- training samples
- xml documents
- input data
- image classification
- data mining techniques
- knowledge discovery