Robust Mixture Model Clustering of DNA Binding Sites.
Sheng LiuQing SongAize CaoXulei YangYilei WuPublished in: EMBC (2006)
Keyphrases
- mixture model
- binding sites
- transcription factors
- probabilistic mixture model
- dna sequences
- unsupervised learning
- density estimation
- mixture modeling
- gene expression
- em algorithm
- sequence data
- gaussian mixture model
- biological sequences
- probabilistic model
- motif discovery
- maximum likelihood
- dna binding
- clustering algorithm
- expectation maximization
- generative model
- coding regions
- model selection
- language model
- probability density function
- statistical significance
- k means
- microarray
- supervised learning
- regulatory elements
- density function
- statistically significant
- transcription factor binding sites
- text classification
- cis regulatory