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Research article

First published 2025

A similarity measurement method with sliding window approach based on transformer for multivariate time-series

Bo Wu, Aiping Pang, Wen Yang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-5

Local morphological patterns for time series classification

Shilei Hao, Zhihai Wang, Jidong Yuan

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-3

An efficient method for time series similarity search using binary code representation and hamming distance

Haowen Zhang, Yabo Dong, Jing Li [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2020-8

A hybrid data-driven fault detection strategy with application to navigation sensors

Huahui Yang, Chen Meng, Cheng Wang

Measurement and Control

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Research article

First published 2021-3

Similarity-based sales forecasting using improved ConvLSTM and prophet

Yongquan Wan, Yizhou Chen, Cairong Yan [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-03-26

Speed up dynamic time warpingof multivariate time series

Zhengxin Li, Fengming Zhang, Feiping Nie [...]

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

Open access

Research article

First published 2026-1

Research on a method of fault identification of rolling bearings based on time series shapelets

Zhi-kun Song, Li-cheng Xu, Xiao-yi Hu [...]

Measurement and Control

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Research article

First published 2007-3

WWW traffic measure and its properties

Marcus R. Keogh-Brown, Barbara Bogacka

Intelligent Data Analysis: An International Journal

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Research article

First published 2013-10

Ant-Based Clustering in Delta Episode Information Systems Based on Temporal Rough Set Flow Graphs

Krzysztof Pancerz, Arkadiusz Lewicki, Ryszard Tadeusiewicz [...]

Fundamenta Informaticae

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Research article

First published 2011-1

Fuzzy Synchronization Likelihood with Application to Attention-Deficit/Hyperactivity Disorder

Mehran Ahmadlou, Hojjat Adeli

Clinical EEG and Neuroscience

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