A Weight Entropy k-Means Algorithm for Clustering Dataset with Mixed Numeric and Categorical Data.
Taoying LiYan ChenPublished in: FSKD (1) (2008)
Keyphrases
- k means
- categorical data
- cluster analysis
- clustering algorithm
- clustering method
- data clustering
- parameter free
- categorical values
- hierarchical clustering
- hierarchical clustering algorithm
- expectation maximization
- hierarchical latent class models
- spectral clustering
- numeric data
- fuzzy k means
- density based clustering
- unsupervised clustering
- synthetic datasets
- fuzzy c means
- numerical data
- clustering quality
- clustering approaches
- clustering result
- decision trees
- detection algorithm
- fuzzy clustering algorithm
- learning algorithm
- cluster centers
- databases
- multidimensional scaling
- fuzzy clustering
- probabilistic model
- rough k means