Форма представления | Статьи в зарубежных журналах и сборниках |
Год публикации | 2019 |
Язык | русский |
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Нурутдинова Алсу Рафаиловна, автор
|
Библиографическое описание на языке оригинала |
Nurutdinova A.R. Identification of automata Markov models using a modified “forward-backward” algorithm/ IOP Conf. Series: Journal of Physics: Conf. Series1158 (2019) 032041 |
Аннотация |
In 1989, Rabiner L.R proposed the solution of the problem of identifying hidden Markov models by induction using the modified «forward-backward« algorithm. In this paper, we propose the application of a modification of this method for solving the recognition of automaton Markov models following sequences of finite simple homogeneous Markov chains generated on the basis of stochastic ergodic matrices, which in turn determine the class of the automata Markov model. |
Ключевые слова |
Identification of automata Markov models |
Название журнала |
IOP Conf. Series: Journal of Physics: Conf. Series
|
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https://repository.kpfu.ru/?p_id=222701 |
Полная запись метаданных ![](https://shelly.kpfu.ru/pdf/picture/arrow_black_right.gif) |
Поле DC |
Значение |
Язык |
dc.contributor.author |
Нурутдинова Алсу Рафаиловна |
ru_RU |
dc.date.accessioned |
2019-01-01T00:00:00Z |
ru_RU |
dc.date.available |
2019-01-01T00:00:00Z |
ru_RU |
dc.date.issued |
2019 |
ru_RU |
dc.identifier.citation |
Nurutdinova A.R. Identification of automata Markov models using a modified “forward-backward” algorithm/ IOP Conf. Series: Journal of Physics: Conf. Series1158 (2019) 032041 |
ru_RU |
dc.identifier.uri |
https://repository.kpfu.ru/?p_id=222701 |
ru_RU |
dc.description.abstract |
IOP Conf. Series: Journal of Physics: Conf. Series |
ru_RU |
dc.description.abstract |
In 1989, Rabiner L.R proposed the solution of the problem of identifying hidden Markov models by induction using the modified «forward-backward« algorithm. In this paper, we propose the application of a modification of this method for solving the recognition of automaton Markov models following sequences of finite simple homogeneous Markov chains generated on the basis of stochastic ergodic matrices, which in turn determine the class of the automata Markov model. |
ru_RU |
dc.language.iso |
ru |
ru_RU |
dc.subject |
|
ru_RU |
dc.title |
Identification of automata Markov models using a modified “forward-backward” algorithm |
ru_RU |
dc.type |
Статьи в зарубежных журналах и сборниках |
ru_RU |
|