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Research article

First published 2007

Kaleidomaps: A New Technique for the Visualization of Multivariate Time-Series Data

Kim Bale, Paul Chapman, Nick Barraclough [...]

Information Visualization

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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 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 2021-9

Improving discretization based pattern discovery for multivariate time series by additional preprocessing

Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-5

Multivariate dynamic time warping in automotive applications: A review

Uwe Moser, Dieter Schramm

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-10-21

Anomaly detection of bridge health monitoring data based on KNN algorithm

Zhen Lei, Liang Zhu, Youliang Fang [...]

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

Open access

Research article

First published 2024-5

Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder

Serafín Alonso, Antonio Morán, Daniel Pérez [...]

Integrated Computer-Aided Engineering

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Research article

First published 2022-9

Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data

Shangjia Dong, Tianbo Yu, Hamed Farahmand [...]

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2026-3

The early warning method of Dagangshan high-arch dam risk based on the time series prediction of the multivariate monitoring data

Ke Ma, Zhaohu Yuan, Zhiliang Gao [...]

Structural Health Monitoring

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Research article

First published 2018-7

A deep belief network based precipitation forecast approach using multiple environmental factors

Pengcheng Zhang, Yangyang Jia, Lei Zhang [...]

Intelligent Data Analysis: An International Journal

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