A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects.
Murat DundarFerit AkovaHalid Ziya YerebakanBartek RajwaPublished in: BMC Bioinform. (2014)
Keyphrases
- bayesian model
- dirichlet process mixture models
- clustering algorithm
- random effects
- mixed effects
- cluster analysis
- hierarchical structure
- bayesian inference
- bayesian framework
- k means
- data points
- conditional probabilities
- posterior distribution
- hidden markov models
- probabilistic model
- computer vision
- feature extraction
- regression model
- unsupervised learning
- generative model
- prior knowledge