Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures.
Michael ReiterPaolo RotaFlorian KleberMarkus DiemStefanie Groeneveld-KrentzMichael DworzakPublished in: Pattern Recognit. (2016)
Keyphrases
- gaussian mixture
- mixtures of gaussians
- clustering algorithm
- k means
- expectation maximization
- em algorithm
- covariance matrix
- probability density function
- density estimation
- gaussian mixture model
- closed form
- mixture model
- machine learning
- hidden markov models
- outlier detection
- data points
- semi supervised
- maximum likelihood
- kl divergence