Multivariate time series clustering based on complex network

Pattern Recognition ◽

10.1016/j.patcog.2021.107919 ◽

2021 ◽

pp. 107919

Author(s):

Hailin Li ◽

Zechen Liu

Keyword(s):

Time Series ◽

Complex Network ◽

Multivariate Time Series ◽

Time Series Clustering

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Multivariate time-series clustering based on component relationship networks

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114649 ◽

2021 ◽

Vol 173 ◽

pp. 114649

Author(s):

Hailin Li ◽

Tian Du

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering ◽

Relationship Networks

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CSMVC: A Multiview Method for Multivariate Time-Series Clustering

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3083592 ◽

2021 ◽

pp. 1-13

Author(s):

Guoliang He ◽

Han Wang ◽

Shenxiang Liu ◽

Bo Zhang

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering

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A Mobile Network Performance Evaluation Method Based on Multivariate Time Series Clustering with Auto-Encoder

Proceedings of the 2nd International Conference on Telecommunications and Communication Engineering - ICTCE 2018 ◽

10.1145/3291842.3291859 ◽

2018 ◽

Author(s):

Xiaoyu Wang ◽

Yuehui Jin ◽

Yanping Yu

Keyword(s):

Time Series ◽

Performance Evaluation ◽

Network Performance ◽

Evaluation Method ◽

Multivariate Time Series ◽

Mobile Network ◽

Time Series Clustering ◽

Network Performance Evaluation ◽

Performance Evaluation Method

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Novel Multivariate Time Series Clustering Approach for E-Governance of Crime Data

2013 Sixth International Conference on Developments in eSystems Engineering ◽

10.1109/dese.2013.62 ◽

2013 ◽

Author(s):

B. Chandra ◽

Manish Gupta

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering ◽

Clustering Approach

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Multivariate Time Series Clustering and its Application in Industrial Systems

Cybernetics & Systems ◽

10.1080/01969722.2019.1691851 ◽

2019 ◽

Vol 51 (3) ◽

pp. 315-334

Author(s):

Barış Gün Sürmeli ◽

M. Borahan Tümer

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering ◽

Industrial Systems

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An ensemble solution for multivariate time series clustering

Neurocomputing ◽

10.1016/j.neucom.2020.09.093 ◽

2021 ◽

Author(s):

Iago Vázquez ◽

José R. Villar ◽

Javier Sedano ◽

Svetlana Simić ◽

Enrique la Cal

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering

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Multivariate time series clustering of electricity consumption data

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.3.569 ◽

2021 ◽

Vol 32 (3) ◽

pp. 569-584

Author(s):

Inhee Kim ◽

Jaehee Kim

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Electricity Consumption ◽

Time Series Clustering ◽

Consumption Data

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Complex Network Construction of Multivariate Time Series Using Information Geometry

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2017.2751504 ◽

2019 ◽

Vol 49 (1) ◽

pp. 107-122 ◽

Author(s):

Jiancheng Sun ◽

Yong Yang ◽

Neal N. Xiong ◽

Liyun Dai ◽

Xiangdong Peng ◽

...

Keyword(s):

Time Series ◽

Complex Network ◽

Multivariate Time Series ◽

Information Geometry ◽

Network Construction

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Structure-Based Statistical Features and Multivariate Time Series Clustering

Seventh IEEE International Conference on Data Mining (ICDM 2007) ◽

10.1109/icdm.2007.103 ◽

2007 ◽

Author(s):

Xiaozhe Wang ◽

Anthony Wirth ◽

Liang Wang

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Statistical Features ◽

Time Series Clustering

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A deep bidirectional similarity learning model using dimensional reduction for multivariate time series clustering

Multimedia Tools and Applications ◽

10.1007/s11042-020-10476-6 ◽

2021 ◽

Author(s):

Jinah Kim ◽

Nammee Moon

Keyword(s):

Time Series ◽

Dimensional Reduction ◽

Multivariate Time Series ◽

Learning Model ◽

Similarity Learning ◽

Time Series Clustering

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