Comparative analysis of the similarity measures based on the moving approximation transformation in problems of time series classification

One of the major issues dealing with time-series classification problem is the choice of similarity measure. This article presents a comparative analysis of the similarity measure for time series based on moving approximations transform (MAP transforms) with other two most useful measures: Algorithm...

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Bibliographic Details

Published in:	Труды Института системного программирования РАН
Main Authors:	I. S. Alimova, V. D. Solovyev, I. Z. Batyrshin
Format:	Article
Language:	English
Published:	Russian Academy of Sciences, Ivannikov Institute for System Programming 2018-10-01
Subjects:	временной ряд классификация мера сходства сап трансформ преобразование скользящих аппроксимаций
Online Access:	https://ispranproceedings.elpub.ru/jour/article/view/214