Непараметрический метод сегментации временных рядов А. О. Шерстобитова
Material type:
ArticleContent type: Текст Media type: электронный Other title: Non-parametric method of time series segmentation [Parallel title]Subject(s): алгоритмы сегментации | сегментация временных рядов | временные ряды | задачиGenre/Form: статьи в сборниках Online resources: Click here to access online
In:
Перспективы развития фундаментальных наук. Т. 3 : сборник научных трудов XVII Международной конференции студентов, аспирантов и молодых ученых, Россия, Томск, 21-24 апреля 2020 г Т. 3 : Математика. С. 95-98Abstract: problem of dividing time series of arbitrary nature Xf (stochastic, deterministic, or mixed) into segments generated by one mechanism, as well as detecting the moment of one generation mechanism changing by another, is considered. Based on the e -complexity parameters, a new methodology for segmentation of time series is considered, which does not require any a priori knowledge about the mechanisms of their generation.
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problem of dividing time series of arbitrary nature Xf (stochastic, deterministic, or mixed) into segments generated by one mechanism, as well as detecting the moment of one generation mechanism changing by another, is considered. Based on the e -complexity parameters, a new methodology for segmentation of time series is considered, which does not require any a priori knowledge about the mechanisms of their generation.
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