Identifying, exploring, and interpreting time series shapes in multivariate time intervals

We introduce a concept of episode referring to a time interval in the development of a dynamic phenomenon that is characterized by multiple time-variant attributes. A data structure representing a single episode is a multivariate time series. To analyse collections of episodes, we propose an approac...

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Bibliographic Details
Main Authors: Gota Shirato, Natalia Andrienko, Gennady Andrienko
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Visual Informatics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468502X23000013