Poisson-Markov Mixture Model and Parallel Algorithm for Binning Massive and Heterogenous DNA Sequencing Reads.
Lu WangDongxiao ZhuYan LiMing DongPublished in: ISBRA (2016)
Keyphrases
- mixture model
- parallel algorithm
- dna sequencing
- dna sequences
- high throughput
- gaussian mixture model
- em algorithm
- probabilistic model
- generative model
- life sciences
- density estimation
- markov chain
- unsupervised learning
- model selection
- parallel computation
- maximum likelihood
- closed form
- language model
- data analysis
- mixture modeling
- expectation maximization
- data sources
- cluster of workstations
- machine learning
- probabilistic mixture model
- graphical models
- genome wide
- von mises fisher
- pairwise
- information retrieval