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Research article

First published 2014-9

Clustering of large time series datasets

Saeed Aghabozorgi, Teh Ying Wah

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-11

Time-series data dynamic density clustering

Hao Chen, Yu Xia, Yuekai Pan [...]

Intelligent Data Analysis: An International Journal

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Other

First published 2011-2

Clustering preprocessing to improve time series forecasting

Francisco Martínez-Álvarez

The European Journal on Artificial Intelligence

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Research article

First published 2018-10-27

Time series data intelligent clustering algorithm for landslide displacement prediction

Liu Han, Tao Shang, Jisen Shu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2020-04-30

The unordered time series fuzzy clustering algorithm based on the adaptive incremental learning

Huanchun Xu, Rui Hou, Jinfeng Fan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2020-04-30

Fuzzy clustering algorithm for time series based on adaptive incremental learning

Wei Wang, Xiaohui Hu, Mingye Wang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

Spectral-adaptive masking and hierarchical contrastive learning for time series clustering

Zhixuan Wang, Xiufang Xu, Sen Xu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2018-7

RLS : An efficient time series clustering method based on u-shapelets

Qinghong Meng, Peng Pu

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-3

Fuzzy clustering of time-series model to damage identification of structures

Yongping Zeng, Yongyi Yan, Shun Weng [...]

Advances in Structural Engineering

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Research article

First published 2020-05-29

A new fuzzy time series forecasting method based on clustering and weighted average approach

Shafqat Iqbal, Chongqi Zhang, Muhammad Arif [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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