Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular Function Subject to a Matroid Constraint.
Ming-Yu LiuOncel TuzelSrikumar RamalingamRama ChellappaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2014)
Keyphrases
- cluster analysis
- submodular functions
- greedy algorithm
- categorical data
- clustering method
- k means
- clustering algorithm
- facility location problem
- data clustering
- energy function
- objective function
- fuzzy clustering
- combinatorial optimization
- cluster validity
- unsupervised learning
- convex optimization
- hierarchical latent class models
- approximation algorithms
- data analysis
- facility location
- partitional clustering
- worst case
- feature selection
- data mining techniques
- graphical models
- hierarchical clustering
- simulated annealing
- fuzzy c means
- high dimensional
- image segmentation
- machine learning
- real world