A novel clustering algorithm for time-series data based on precise correlation coefficient matching in the IoT

In smart environments based on the Internet of Things (IoT), almost all of the object information that is collected by various sensors is time series data, which records the behavior of the objects. Analyzing the correlation between different time series data, other than those in the same time serie...

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Bibliographic Details
Main Authors: Haibo Li, Juncheng Tong
Format: Article
Language:English
Published: AIMS Press 2019-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:http://www.aimspress.com/article/10.3934/mbe.2019331?viewType=HTML