An Initialization Method for Clustering Mixed Numeric and Categorical Data Based on the Density and Distance.
Jinchao JiWei PangYanlin ZhengZhe WangZhiqiang MaPublished in: Int. J. Pattern Recognit. Artif. Intell. (2015)
Keyphrases
- high dimensional
- categorical data
- parameter free
- clustering method
- cluster analysis
- k means
- hierarchical clustering algorithm
- correspondence analysis
- numeric data
- multivariate time series
- data sets
- decision trees
- similarity measure
- pairwise
- categorical values
- hierarchical clustering
- unsupervised learning
- probabilistic model
- clustering algorithm