Maximum likelihood based pairwise clustering.
Xiaobin LiSanyang LiuMige LiuZheng TianPublished in: FSKD (2011)
Keyphrases
- maximum likelihood
- pairwise
- spectral clustering
- clustering algorithm
- similarity function
- dissimilarity matrix
- k means
- hierarchical clustering
- data clustering
- clustering method
- parameter estimation
- multi class
- hypergraph partitioning
- em algorithm
- expectation maximization
- similarity matrix
- outlier detection
- gaussian mixture model
- cluster analysis
- gaussian distribution
- categorical data
- pairwise similarities
- self organizing maps
- markov random field
- semi supervised
- data points
- similarity measure
- data objects
- data sets
- loss function
- unsupervised learning
- fuzzy clustering
- higher order
- clustering analysis
- pairwise constraints
- data mining