MGR: An information theory based hierarchical divisive clustering algorithm for categorical data.
Hongwu QinXiuqin MaTutut HerawanJasni Mohamad ZainPublished in: Knowl. Based Syst. (2014)
Keyphrases
- information theory
- categorical data
- clustering algorithm
- cluster analysis
- hierarchical clustering algorithm
- parameter free
- information theoretic
- hierarchical clustering
- agglomerative clustering
- clustering method
- numerical data
- statistical learning
- categorical values
- k means
- density based clustering
- jensen shannon divergence
- numeric data
- statistical mechanics
- conditional entropy
- mutual information
- attribute values
- distance based outlier detection
- feature selection
- mdl principle
- dimensionality reduction
- data analysis
- video sequences
- computer vision
- shannon entropy
- data mining
- data sets