Using Permutations for Hierarchical Clustering of Time Series

Two distances based on permutations are considered to measure the similarity of two time series according to their strength of dependency. The distance measures are used together with different linkages to get hierarchical clustering methods of time series by dependency. We apply these distances to...

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Bibliographic Details
Main Authors: Jose S. Cánovas, Antonio Guillamón, María Carmen Ruiz-Abellón
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/3/306