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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 2026

Spatiotemporal attention-based trend and residual decomposition model for multivariate time series anomaly detection

Zhenhua Yu, Jiazhen Li, Lihua Sun [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2014-7

Interactive visual summaries for detection and assessment of spatiotemporal patterns in geospatial time series

Patrick Köthur, Mike Sips, Andrea Unger [...]

Information Visualization

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Research article

First published 2017-10

Re-spatialization of time series plots

Alfie Abdul-Rahman, Simon Walton, Karen Bemis [...]

Information Visualization

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Research article

First published 2025

ASISTGCRN: A novel approach to traffic prediction using attention-based spatiotemporal graph networks

Fengjing Cai, Yue Wang, Wanghua Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2005

Spatiotemporal Data Model and Query Language for Tracking Land Use Change

Bo Huang, Christophe Claramunt

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-10

Evaluation of Chinese freight train bearing condition based on spatiotemporal feature extraction

Jin Si, Hongmei Shi, Jinsong Yang

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2023-3

Uniform nonparametric inference for spatially dependent panel data: The xtnpsreg command

Jia Li, Zhipeng Liao, Wenyu Zhou

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2020-02-06

Prediction method of cyanobacterial blooms spatial-temporal sequence based on deep belief network and fuzzy expert system

Li Wang, Yuxin Xie, Jiping Xu [...]

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

Open access

Research article

First published 2024-10

Actionable descriptors of spatiotemporal urban dynamics from large-scale mobile data: A case study in Lisbon city

Miguel G Silva, Sara C Madeira, Rui Henriques

Environment and Planning B: Urban Analytics and City Science

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