Cloud Model-Based Adaptive Time-Series Information Granulation Algorithm and Its Similarity Measurement

Cloud Model-Based Adaptive Time-Series Information Granulation Algorithm and Its Similarity Measurement

To efficiently reduce the dimensionality of time series and enhance the efficiency of subsequent data-mining tasks, this study introduces cloud model theory to propose a novel information granulation method and its corresponding similarity measurement. First, we present an information granulation va...

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Bibliographic Details
Main Authors: Hailan Chen, Xuedong Gao, Qi Wu, Ruojin Huang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Entropy
Subjects:
cloud model
time series
information granulation
similarity measurement
clustering
Online Access:https://www.mdpi.com/1099-4300/27/2/180

Internet

https://www.mdpi.com/1099-4300/27/2/180

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