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International Journal of Geographical Information Science Volume 36, 2022 - Issue 6
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Research Articles

Detecting interchanges in road networks using a graph convolutional network approach

Min Yanga School of Resource and Environmental Sciences, Wuhan University, Wuhan, ChinaORCID Iconhttps://orcid.org/0000-0003-1973-527XView further author information
ORCID Icon,
Chenjun Jianga School of Resource and Environmental Sciences, Wuhan University, Wuhan, ChinaView further author information
,
Xiongfeng Yanb College of Surveying and Geo-Informatics, Tongji University, Shanghai, ChinaCorrespondence[email protected]
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,
Tinghua Aia School of Resource and Environmental Sciences, Wuhan University, Wuhan, ChinaORCID Iconhttps://orcid.org/0000-0002-6581-9872View further author information
ORCID Icon,
Minjun Caoa School of Resource and Environmental Sciences, Wuhan University, Wuhan, ChinaView further author information
&
Wenyuan Chena School of Resource and Environmental Sciences, Wuhan University, Wuhan, ChinaView further author information
Pages 1119-1139 | Received 17 May 2021, Accepted 27 Dec 2021, Published online: 11 Mar 2022

Citations (8)

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Read on this site (5)

Di Wang & Haizhong Qian. (2023) Graph neural network method for the intelligent selection of river system. Geocarto International 38:1.
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Wenhao Yu & Guanwen Wang. (2023) Graph based embedding learning of trajectory data for transportation mode recognition by fusing sequence and dependency relations. International Journal of Geographical Information Science 37:12, pages 2514-2537.
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Wenning Wang, Haowen Yan, Xiaomin Lu, Yi He, Tao Liu, Wende Li, Pengbo Li & Fang Xu. (2023) Drainage pattern recognition method considering local basin shape based on graph neural network. International Journal of Digital Earth 16:1, pages 593-619.
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Xiongfeng Yan & Min Yang. (2023) A deep learning approach for polyline and building simplification based on graph autoencoder with flexible constraints. Cartography and Geographic Information Science 0:0, pages 1-18.
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Guillaume Touya, Quentin Potié & William A. Mackaness. (2023) Incorporating ideas of structure and meaning in interactive multi scale mapping environments. International Journal of Cartography 9:2, pages 342-372.
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Articles from other publishers (3)

Xiongfeng Yan & Min Yang. (2022) A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects. ISPRS International Journal of Geo-Information 11:10, pages 527.
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Min Yang, Lingya Cheng, Minjun Cao & Xiongfeng Yan. (2022) A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions. ISPRS International Journal of Geo-Information 11:10, pages 523.
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Min Yang, Haoran Huang, Yiqi Zhang & Xiongfeng Yan. (2022) Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor. ISPRS International Journal of Geo-Information 11:9, pages 461.
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