Identification of Promoter Region in a DNA Sequence Using EM Algorithm and Neural Networks.
Anuj KumarPramod Kumar UpadhyayT. Sobha RaniS. Durga BhavaniRaju S. BapiPublished in: IICAI (2003)
Keyphrases
- em algorithm
- dna sequences
- binding sites
- expectation maximization
- transcription factors
- maximum likelihood
- mixture model
- transcription factor binding sites
- parameter estimation
- gaussian mixture model
- generative model
- gene structure prediction
- maximum likelihood estimation
- dna computing
- expectation maximisation
- motif discovery
- human genome
- incomplete data
- hyperparameters
- mixture modeling
- gaussian mixture
- gene prediction
- penalized likelihood
- probabilistic model
- genomic sequences
- model based clustering
- biological sequences
- likelihood function
- density estimation
- genome wide
- microarray