A Unified Metric for Categorical and Numerical Attributes in Data Clustering.
Yiu-ming CheungHong JiaPublished in: PAKDD (2) (2013)
Keyphrases
- data clustering
- numerical attributes
- categorical data
- cluster analysis
- numerical data
- categorical attributes
- attribute values
- numerical and categorical attributes
- rule induction
- clustering algorithm
- k means
- unsupervised learning
- subgroup discovery
- association rules
- action rules
- data mining techniques
- data analysis
- data sets
- clustering method
- clustering ensemble
- distance function
- heterogeneous data
- distance measure
- dimensionality reduction
- dimension reduction
- similarity measure
- decision trees
- data mining
- real world