A joint matrix factorization and clustering scheme for irregular time series data

DOI10.1016/J.INS.2023.119220MaRDI QIDQ6492043

Kun Xie, Neal N. Xiong, Meng Guo, Shiming He, Ying Lei, Siyuan Zhou, Zhuozhou Li

Publication date: 24 April 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

iterationmatrix factorizationtime series clusteringirregular sampling

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Cites Work

• Algorithm AS 136: A K-Means Clustering Algorithm
• A clustering procedure for exploratory mining of vector time series
• A clustering algorithm based on graph connectivity
• Adaptively constrained dynamic time warping for time series classification and clustering
• Dynamic programming algorithm optimization for spoken word recognition
• Fast and Accurate Time-Series Clustering

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