Form of presentation | Articles in international journals and collections |
Year of publication | 2019 |
Язык | русский |
|
Nurutdinova Alsu Rafailovna, author
|
Bibliographic description in the original language |
Nurutdinova A.R. Identification of automata Markov models using a modified “forward-backward” algorithm/ IOP Conf. Series: Journal of Physics: Conf. Series1158 (2019) 032041 |
Annotation |
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. |
Keywords |
Identification of automata Markov models |
The name of the journal |
IOP Conf. Series: Journal of Physics: Conf. Series
|
Please use this ID to quote from or refer to the card |
https://repository.kpfu.ru/eng/?p_id=222701&p_lang=2 |
Full metadata record ![](https://shelly.kpfu.ru/pdf/picture/arrow_black_right.gif) |
Field DC |
Value |
Language |
dc.contributor.author |
Nurutdinova Alsu Rafailovna |
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/eng/?p_id=222701&p_lang=2 |
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 |
Articles in international journals and collections |
ru_RU |
|