Clustering of interval-valued time series of unequal length based on improved dynamic time warping

Author:

Wang XiaoORCID,Yu Fusheng,Pedrycz Witold,Yu Lian

Funder

National Natural Science Foundation of China

Province Higher Educational Science and Technology Program

Natural Science Foundation of Shandong Province

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference34 articles.

1. Introducing interval time series: accuracy measures;Arroyo,2006

2. Different approaches to forecast interval time series: a comparison in finance;Arroyo;Computational Economics,2011

3. Using dynamic time warping to find patterns in time series;Berndt,1994

4. Dynamic clustering for interval data based on l2 distance;Carvalho;Computational Statistics,2006

5. Dynamic clustering of interval-valued data based on adaptive quadratic distances;Carvalho;IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans,2009

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