Robust Mixture Model Clustering of DNA Binding Sites.

Sheng Liu Qing Song Aize Cao Xulei Yang Yilei Wu

Published 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