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Research article

First published 2019-9

On time series classification with dictionary-based classifiers

James Large, Anthony Bagnall, Simon Malinowski [...]

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 2015-9

A lazy associative classifier for time series

Jidong Yuan, Zhihai Wang, Meng Han [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2017-10

Univariate and multivariate time series classification with parametric integral dynamic time warping

Maciej Łuczak

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

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Research article

First published 2017-5

Instance reduction for time series classification using MDL principle

Vo Thanh Vinh, Duong Tuan Anh

Intelligent Data Analysis: An International Journal

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Research article

First published 2016-1

Query-sensitive distance measure selection for time series nearest neighbor classification

Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-04-22

Multilevel dynamic time warping: A parameter-light method for fast time series classification

Haowen Zhang, Yabo Dong, Duanqing Xu

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

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Research article

First published 2022-5

Novel deep learning architectures for haemodialysis time series classification

Giorgio Leonardi, Stefania Montani, Manuel Striani

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2018

Combining raw and normalized data in multivariate time series classification with dynamic time warping

Maciej Łuczak

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

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Research article

First published 2019-3

Cost-sensitive convolutional neural networks for imbalanced time series classification

Yue Geng, Xinyu Luo

Intelligent Data Analysis: An International Journal

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