Method for fast clustering of data distributed on a sphere surface.
Tran TinSung-Ryul KimPublished in: SAC (2014)
Keyphrases
- synthetic data
- data sets
- clustering method
- spectral clustering
- data analysis
- similarity matrix
- k means
- input data
- volumetric data
- prior knowledge
- missing data
- clustering algorithm
- categorical data
- test data
- high dimensional data
- distributed data
- similarity measure
- data mining techniques
- multivariate time series
- multidimensional scaling
- hierarchical clustering
- noisy data
- data objects
- missing values
- data points
- distributed systems
- training samples
- data sources
- probabilistic model
- similarity function
- pairwise
- data structure
- support vector machine
- three dimensional
- large scale data sets
- dissimilarity matrix