A New Time Series Representation Model and Corresponding Similarity Measure for Fast and Accurate Similarity Detection

Data representation and similarity measurement are two basic aspects of similarity detection in time series data mining. In this paper, we present two novel approaches to perform similarity detection efficiently and effectively. One is composed of a new time series representation model and a corresp...

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Bibliographic Details
Main Authors: Miaomiao Zhang, Dechang Pi
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8076822/