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Road Network Intelligent Selection Method Based on Heterogeneous Graph Attention Neural Network
16 references·1 citing·32 second hop
Road Network Intelligent Selection Method Based on Heterogeneous Graph Attention Neural Network (2024)Road Network Intelligent Selection Method…Using machine learning and data enrichment in the selection of roads for small-scale maps (2023)Using machine learning and da…Integrating domain knowledge and graph convolutional neural networks to support river network selection (2023)Integrating domain knowledge …A Method for Intelligent Road Network Selection Based on Graph Neural Network (2023)A Method for Intelligent Road…Make It Simple: Effective Road Selection for Small-Scale Map Design Using Decision-Tree-Based Models (2022)Make It Simple: Effective Roa…Deep Graph Convolutional Networks for Accurate Automatic Road Network Selection (2021)Deep Graph Convolutional Netw…Map Generalization for the Future: Editorial Comments on the Special Issue (2020)Map Generalization for the Fu…Road network generalization considering traffic flow patterns (2019)Road network generalization c…Overview of the Research Progress in Automated Map Generalization (2017)Overview of the Research Prog…Centrality-based hierarchy for street network generalization in multi-resolution maps (2016)Centrality-based hierarchy fo…Empirical determination of geometric parameters for selective omission in a road network (2015)Empirical determination of ge…Road network selection for medium scales using an extended stroke-mesh combination algorithm (2014)Road network selection for me…A comparative study of various strategies to concatenate road segments into strokes for map generalization (2012)A comparative study of variou…A Road Network Selection Process Based on Data Enrichment and Structure Detection (2010)A Road Network Selection Proc…A block-based selection method for road network generalization (2010)A block-based selection metho…Selective omission of road features based on mesh density for automatic map generalization (2009)Selective omission of road fe…Progress in Spatial Data Handling (2006)Progress in Spatial Data Hand…Submarine Terrain Generalization in Nautical Charts: A Survey of Traditional Methods and Graph Neural Network Solutions (2025)Submarine Terrain Generalizat…Use of Graph Theory to Support Map Generalization (1993)Algorithmic Foundation of Multi-Scale Spatial Representation (2006)Automated thinning of road networks and road labels for multiscale design of The National Map of the United States (2013)A Comparative Study of Various Supervised Learning Approaches to Selective Omission in a Road Network (2014)Application of AHP to Road Selection (2020)The Principles of Selection (1966)Algorithms for automated line generalization1based on a natural principle of objective generalization (1992)Proceedings of Auto Carto 11 (1993)Integration of linear and areal hierarchies for continuous multi-scale representation of road networks (2012)Modelling the Overall Process of Generalisation (2007)Generalisation of Geographic Information: Cartographic Modelling and Applications (2007)Road hierarchy with integration of attributes using fuzzy-AHP (2013)Generalisation Operators (2014)A heuristic approach to the generalization of complex building groups in urban villages (2019)Laws of organization in perceptual forms. (1938)Geographical information systems : principles, techniques, management, and applications (2005)Feature pruning by upstream drainage area to support automated generalization of the United States National Hydrography Dataset (2009)A Source Book Of Gestalt Psychology (2013)Is deep learning the new agent for map generalization? (2019)Features of similarity. (1977)Matching spatial data sets: a statistical approach (1999)Multimodal travel‐time maps with formally correct and schematic isochrones (2021)A road generalization method using graph convolutional network based on mesh-line structure unit (2024)Urban computing with taxicabs (2011)Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Hierarchical siting of macro fire station and micro fire station (2020)Automatic generation of hypsometric layers for small-scale maps (2009)Assessing the influence of the built environment on physical activity for utility and recreation in suburban metro Vancouver (2011)Discovering spatio-temporal relationships in the distribution of building fires (2013)Deep learning in automatic map generalization: achievements and challenges (2025)Automatic road network selection method considering functional semantic features of roads with graph convolutional networks (2024)Automated selection of urban road network by fusion of PageRank algorithm and attribute importance metrics (2025)
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References

  • 2010A Road Network Selection Process Based on Data Enrichment and Structure Detection120 cited
  • 2006Progress in Spatial Data Handling96 cited
  • 2009Selective omission of road features based on mesh density for automatic map generalization73 cited
  • 2019Road network generalization considering traffic flow patterns61 cited
  • 2012A comparative study of various strategies to concatenate road segments into strokes for map generalization50 cited
  • 2014Road network selection for medium scales using an extended stroke-mesh combination algorithm37 cited
  • 2021Deep Graph Convolutional Networks for Accurate Automatic Road Network Selection32 cited
  • 2015Empirical determination of geometric parameters for selective omission in a road network24 cited
  • 2023A Method for Intelligent Road Network Selection Based on Graph Neural Network22 cited
  • 2010A block-based selection method for road network generalization22 cited
  • 2017Overview of the Research Progress in Automated Map Generalization21 cited
  • 2023Using machine learning and data enrichment in the selection of roads for small-scale maps18 cited
  • 2022Make It Simple: Effective Road Selection for Small-Scale Map Design Using Decision-Tree-Based Models15 cited
  • 2016Centrality-based hierarchy for street network generalization in multi-resolution maps

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14 cited
  • 2023Integrating domain knowledge and graph convolutional neural networks to support river network selection12 cited
  • 2020Map Generalization for the Future: Editorial Comments on the Special Issue12 cited
  • Cited by

    • 2025Submarine Terrain Generalization in Nautical Charts: A Survey of Traditional Methods and Graph Neural Network Solutions3 cited