Academic Journal
A new method of piecewise linear approximation of non-stationary time series
| العنوان: | A new method of piecewise linear approximation of non-stationary time series |
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| المؤلفون: | MILNIKOV, Alexander, MERT, Cihan, SATYBALDIEV, Daniyar |
| المصدر: | Journal of Technical Science and Technologies; Vol. 4 No. 1 (2015); 5-8 ; 2346-8270 ; 2298-0032 ; 10.31578/jtst.v4i1 |
| بيانات النشر: | International Black Sea University |
| سنة النشر: | 2015 |
| المجموعة: | Journal of Technical Science and Technologies (JTST - International Black Sea University) |
| مصطلحات موضوعية: | Piecewise Polynomial Aggregate, support points, multiple nonlinear regressions |
| الوصف: | Recently, in data science one of the most important issues has been discovering actionable information, interpretable patterns and relationshipsin large volumes of data. This process is called data mining and is commonly being used in science, engineering, business and security.One of the main methods of data mining is similarity search of time series. The approach that is discussed in this article is based on PiecewiseLinear Representation of time series that imply two steps of measuring time series similarity. A new method of piecewise linear approximationof non-stationary time series is developed. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://jtst.ibsu.edu.ge/jms/index.php/jtst/article/view/66/75; https://jtst.ibsu.edu.ge/jms/index.php/jtst/article/view/66 |
| DOI: | 10.31578/jtst.v4i1.66 |
| الاتاحة: | https://jtst.ibsu.edu.ge/jms/index.php/jtst/article/view/66 https://doi.org/10.31578/jtst.v4i1.66 |
| Rights: | Copyright (c) 2017 Journal of Technical Science and Technologies |
| رقم الانضمام: | edsbas.5ABCDC27 |
| قاعدة البيانات: | BASE |
| DOI: | 10.31578/jtst.v4i1.66 |
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