K-Centers Algorithm for Clustering Mixed Type Data.
Weidong ZhaoWeihui DaiChunbin TangPublished in: PAKDD (2007)
Keyphrases
- clustering method
- k means
- data sets
- input data
- data points
- spectral clustering
- noisy data
- clustering result
- learning algorithm
- synthetic datasets
- similarity matrix
- clustering analysis
- computational complexity
- database
- detection algorithm
- high dimensional data
- spectral methods
- preprocessing
- multidimensional scaling
- data reduction
- objective function
- hierarchical clustering
- np hard
- dissimilarity matrix
- large scale data sets
- hierarchical clustering algorithm
- dimensional data
- similarity measure
- cluster centers
- multidimensional data
- data structure
- synthetic data
- data analysis
- search space
- similarity function
- categorical data
- training data
- data clustering
- cluster analysis
- missing data
- clustering algorithm
- data mining
- high dimensional
- expectation maximization
- dynamic programming