Fitting a Mixture Model By Expectation Maximization To Discover Motifs In Biopolymer

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Summary

The algorithm described in this paper discovers one or more motifs in a collection of DNA or protein sequences by using the technique of expectation maximization to fit a two-component finite mixture model to the set of sequences.

Type
article
Published
1994-01-01
Cited by
5,526
References
19

Keywords

Motif (music), Expectation–maximization algorithm, Computer science, Sequence motif, Classifier (UML)

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