Dependence-Maximization Clustering with Least-Squares Mutual Information.
Manabu KimuraMasashi SugiyamaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2011)
Keyphrases
- mutual information
- least squares
- information theoretic
- clustering algorithm
- statistical dependence
- clustering method
- k means
- similarity measure
- image registration
- information theoretic measures
- feature selection
- self organizing maps
- multi modal image registration
- criterion function
- parameter estimation
- data clustering
- information gain
- normalized mutual information
- neural network
- medical image registration
- levenberg marquardt
- kullback leibler divergence
- hierarchical clustering
- document clustering
- anomaly detection
- data mining tasks
- graph theoretic
- categorical data
- data points
- dependence structure
- optical flow
- objective function
- data sets
- conditional mutual information
- multimodal image registration