On the Monte-Carlo Expectation Maximization for Finding Motifs in DNA Sequences.
Aniruddha MaitiAnirban MukherjeePublished in: IEEE J. Biomed. Health Informatics (2015)
Keyphrases
- dna sequences
- monte carlo
- expectation maximization
- tandem repeats
- motif discovery
- binding sites
- em algorithm
- markov chain
- dna computing
- importance sampling
- monte carlo simulation
- human genome
- monte carlo tree search
- maximum likelihood
- coding regions
- sequence patterns
- regulatory elements
- transcription factors
- biological sequences
- variance reduction
- monte carlo methods
- adaptive sampling
- temporal difference
- particle filter
- matrix inversion
- point processes
- probabilistic model
- machine learning
- rna sequences
- maximum a posteriori
- least squares
- image segmentation