Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
Simone RomanoJames BaileyXuan Vinh NguyenKarin VerspoorPublished in: ICML (2014)
Keyphrases
- mutual information
- information theoretic
- k means
- clustering algorithm
- information theoretic measures
- similarity measure
- normalized mutual information
- medical image registration
- graph theoretic
- information gain
- clustering method
- criterion function
- neural network
- multi modal image registration
- categorical data
- data clustering
- conditional mutual information
- self organizing maps
- feature selection
- image registration
- case study
- density estimation
- data points
- dissimilarity measure
- real time
- statistical dependence
- website
- high dimensional
- distance measure
- outlier detection
- unsupervised learning
- fuzzy clustering
- high dimensional data
- document clustering
- cluster analysis
- distance metric