Dynamic and Static Enhanced BIRCH for Functional Data Clustering

Accurate and efficient clustering of large-scale functional data is of utmost importance in the era of big data. However, the current research falls short in fully considering the differentiability inherent in functional data. To tackle this significant challenge, we propose a novel method, namely D...

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Bibliographic Details
Main Authors: Wang Li, Hanfang Li, Youxi Luo
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10274088/