Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
Freweyni K. TeklehaymanotMichael MumaAbdelhak M. ZoubirPublished in: IEEE Trans. Signal Process. (2018)
Keyphrases
- unsupervised learning
- data clustering
- cluster analysis
- minimum message length
- clustering algorithm
- minimum description length
- supervised learning
- supervised feature selection
- bayesian networks
- semi supervised
- feature selection
- dimensionality reduction
- expectation maximization
- bayesian inference
- deep learning
- pattern recognition
- data points
- maximum likelihood
- scheduling problem
- posterior distribution
- optimization criterion
- clustering quality
- machine learning
- bayesian decision
- deep architectures
- marginal likelihood
- data driven
- normalized cut
- search space
- decision theory
- gaussian processes
- posterior probability
- data objects
- pairwise
- mixture model