Inference with constrained hidden Markov models in PRISM
نویسندگان
چکیده
منابع مشابه
Inference with constrained hidden Markov models in PRISM
A Hidden Markov Model (HMM) is a common statistical model which is widely used for analysis of biological sequence data and other sequential phenomena. In the present paper we show how HMMs can be extended with side-constraints and present constraint solving techniques for efficient inference. Defining HMMs with side-constraints in Constraint Logic Programming has advantages in terms of more co...
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ژورنال
عنوان ژورنال: Theory and Practice of Logic Programming
سال: 2010
ISSN: 1471-0684,1475-3081
DOI: 10.1017/s1471068410000219