Clustering Mixed Numeric and Categorical Data: A Cluster Ensemble Approach
Zengyou HeXiaofei XuShengchun DengPublished in: CoRR (2005)
Keyphrases
- categorical data
- categorical values
- cluster analysis
- numeric data
- parameter free
- categorical attributes
- numerical data
- clustering algorithm
- numerical and categorical attributes
- density based clustering
- hierarchical clustering algorithm
- binary data
- data clustering
- k means
- data mining
- clustering result
- attribute values
- clustering method
- numerical attributes
- correspondence analysis
- unsupervised learning
- distance based outlier detection
- hierarchical clustering
- multivariate time series
- supervised learning
- data analysis
- symbolic data
- feature extraction
- computer vision
- information retrieval
- databases
- hierarchical latent class models