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Research article

First published 2024-7

TVGCN: Time-varying graph convolutional networks for multivariate and multifeature spatiotemporal series prediction

Feiyan Sun, Wenning Hao, Ao Zou [...]

Science Progress

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Research article

First published 2023-04-03

Multivariate time-series anomaly detection via temporal convolutional and graph attention networks

Qiang He, Guanqun Wang, Hengyou Wang [...]

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

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Research article

First published 2023-08-24

A movie recommendation method based on knowledge graph and time series

Yiwen Zhang, Li Zhang, Yunchun Dong [...]

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

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Research article

First published 2022-1

Optimal layout of stacked graph for visualizing multidimensional financial time series data

Yutian He, Hongjun Li

Information Visualization

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Research article

First published 1995-09

Musical versus Visual Graphs: Cross-Modal Equivalence in Perception of Time Series Data

John H. Flowers, Terry A. Hauer

Human Factors: The Journal of the Human Factors and Ergonomics Society

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Research article

First published 2024-5

GT-CHES: Graph transformation for classification in human evolutionary systems

J. Johnson, C. Giraud-Carrier

Intelligent Data Analysis: An International Journal

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Research article

First published 1983-3

Advanced Ocularmetrics: Graphing Multiple Time Series Residual Data

David E Drew

Educational Evaluation and Policy Analysis

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Research article

First published 2023-06-01

ACAM-AD: Autocorrelation and attention mechanism-based anomaly detection in multivariate time series

Qiang He, Guanqun Wang, Lianzhi Huo [...]

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

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Research article

First published 2024-11-18

An interval forecast model for infectious diseases using fuzzy information granulation and spatial-temporal graph neural network

Junhua Hu, Yingling Zhou, Huiyu Li [...]

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

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Research article

First published 2025

Adaptive spatio-temporal graph network for environmental factors forecasting in utility tunnels

Wenbin Song, Peiyi Zhao, Hai Wang [...]

Intelligent Data Analysis: An International Journal

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