most citedOptimal string clustering based on a Laplace-like mixture and EM algorithm on a set of strings

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math.ST2014★ 1 cited

Optimal string clustering based on a Laplace-like mixture and EM algorithm on a set of strings

Hitoshi Koyano, Morihiro Hayashida, Tatsuya Akutsu

In this study, we address the problem of clustering string data in an unsupervised manner by developing a theory of a mixture model and an EM algorithm for string data based on pro…