A Model-Based Multivariate Time Series Clustering Algorithm

Lecture Notes in Computer Science - Trends and Applications in Knowledge Discovery and Data Mining ◽

10.1007/978-3-319-13186-3_72 ◽

2014 ◽

pp. 805-817 ◽

Author(s):

Pei-Yuan Zhou ◽

Keith C. C. Chan

Keyword(s):

Time Series ◽

Clustering Algorithm ◽

Multivariate Time Series ◽

Time Series Clustering ◽

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A hidden Markov model-based K-means time series clustering algorithm

2010 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

10.1109/icicisys.2010.5658820 ◽

2010 ◽

Author(s):

Li-Li Wei ◽

Jing-Qiang Jiang

Keyword(s):

Time Series ◽

Markov Model ◽

Hidden Markov Model ◽

Clustering Algorithm ◽

Hidden Markov ◽

Time Series Clustering ◽

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A Novel Hidden Markov Model-Based Hierarchical Time-Series Clustering Algorithm

Journal of Computer Research and Development ◽

10.1360/crad20060110 ◽

2006 ◽

Vol 43 (1) ◽

pp. 61 ◽

Author(s):

Jiangjiao Duan

Keyword(s):

Time Series ◽

Markov Model ◽

Hidden Markov Model ◽

Clustering Algorithm ◽

Hidden Markov ◽

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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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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Model-based fuzzy time series clustering of conditional higher moments

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2021.03.011 ◽

2021 ◽

Author(s):

Roy Cerqueti ◽

Massimiliano Giacalone ◽

Raffaele Mattera

Keyword(s):

Time Series ◽

Fuzzy Time Series ◽

Higher Moments ◽

Time Series Clustering ◽

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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 time-series clustering algorithm for analyzing the changes of mobility pattern caused by COVID-19

10.1145/3486637.3489489 ◽

2021 ◽

Author(s):

Ziyi Zhang ◽

Diya Li ◽

Zhe Zhang ◽

Nicholas Duffield

Keyword(s):

Time Series ◽

Clustering Algorithm ◽

Mobility Pattern ◽

Time Series Clustering

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Ex post and ex ante prediction of unobserved multivariate time series: a structural-model based approach

Journal of Forecasting ◽

10.1002/for.1017 ◽

2007 ◽

Vol 26 (1) ◽

pp. 53-76 ◽

Author(s):

Fabio H. Nieto

Keyword(s):

Time Series ◽

Structural Model ◽

Multivariate Time Series ◽

Model Based ◽

Ex Post ◽

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Time Series Clustering Algorithm for Two-Modes Cyclic Biosignals

Biomedical Engineering Systems and Technologies - Communications in Computer and Information Science ◽

10.1007/978-3-642-29752-6_17 ◽

2013 ◽

pp. 233-245

Author(s):

Neuza Nunes ◽

Tiago Araújo ◽

Hugo Gamboa

Keyword(s):

Time Series ◽

Clustering Algorithm ◽

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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