A survey of distance/similarity measures for categorical data.
Madhavi AlamuriBapi Raju SurampudiAtul NegiPublished in: IJCNN (2014)
Keyphrases
- categorical data
- similarity measure
- distance measure
- euclidean distance
- cluster analysis
- numerical data
- parameter free
- numeric data
- dissimilarity measure
- binary data
- attribute values
- hierarchical latent class models
- distance function
- density based clustering
- distance based outlier detection
- feature vectors
- semantic similarity
- fully automatic
- hierarchical clustering algorithm
- clustering method