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Automatic road network selection method considering functional semantic features of roads with graph convolutional networks
16 references·1 citing·43 second hop
Automatic road network selection method considering functional semantic features of roads with graph convolutional networks (2024)Automatic road network selection method c…Deriving map images of generalised mountain roads with generative adversarial networks (2022)Deriving map images of genera…Application of AHP to Road Selection (2020)Application of AHP to Road Se…Road network generalization considering traffic flow patterns (2019)Road network generalization c…Is deep learning the new agent for map generalization? (2019)Is deep learning the new agen…Understanding congested travel in urban areas (2016)Understanding congested trave…Topological robustness of the global automotive industry (2015)Topological robustness of the…Analysis of human mobility patterns from GPS trajectories and contextual information (2015)Analysis of human mobility pa…The fractal nature of maps and mapping (2014)The fractal nature of maps an…Integration of linear and areal hierarchies for continuous multi-scale representation of road networks (2012)Integration of linear and are…A comparative study of various strategies to concatenate road segments into strokes for map generalization (2012)A comparative study of variou…Challenges for Automated Generalisation at European Mapping Agencies: A Qualitative and Quantitative Analysis (2010)Challenges for Automated Gene…Selective omission of road features based on mesh density for automatic map generalization (2009)Selective omission of road fe…Road selection based on Voronoi diagrams and “strokes” in map generalization (2009)Road selection based on Voron…Use of Graph Theory to Support Map Generalization (1993)Use of Graph Theory to Suppor…Algorithms for automated line generalization1based on a natural principle of objective generalization (1992)Algorithms for automated line…The Principles of Selection (1966)The Principles of SelectionA Transformer-Based Approach for Efficient Geometric Feature Extraction from Vector Shape Data (2025)A Transformer-Based Approach …A Statistical Analysis of Mathematical Measures for Linear Simplification (1986)Automated Line Generalization (1987)The National Science Foundation National Center for Geographic Information and Analysis (1987)Generalization of spatial data: Principles and selected algorithms (1997)Integration of cartographic generalization and multi-scale databases for enhanced web mapping (2003)Proceedings of Auto Carto 11 (1993)Geographical information science (1992)Automating the Detection and Simplification of Junctions in Road Networks (1999)Supply networks and complex adaptive systems: control versus emergence (2001)On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks (2006)OR/MS models for supply chain disruptions: a review (2015)Sustainable part consolidation model for customized products in closed-loop supply chain with additive manufacturing hub (2020)The relationship between nested patterns and the ripple effect in complex supply networks (2020)Supply Chain Network Resilience by Considering Disruption Propagation: Topological and Operational Perspectives (2022)A Space for Place in Sociology (2000)Using GPS to learn significant locations and predict movement across multiple users (2003)Travel and the Built Environment (2010)Towards a comprehensive set of GPS-based indicators reflecting the multidimensional nature of daily mobility for applications in health and aging research (2019)Towards an integrated science of movement: converging research on animal movement ecology and human mobility science (2019)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)Potential Games (1996)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)The statistical physics of cities (2019)Deconstructing laws of accessibility and facility distribution in cities (2020)Gender gaps in urban mobility (2020)Methodology for evaluating automated map generalization in commercial software (2009)A Road Network Selection Process Based on Data Enrichment and Structure Detection (2010)Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation (2020)Geospatial Artificial Intelligence (GeoAI) (2021)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)A Method for Intelligent Road Network Selection Based on Graph Neural Network (2023)What is the Analytic Hierarchy Process? 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References

  • 2016Understanding congested travel in urban areas406 cited
  • 2015Analysis of human mobility patterns from GPS trajectories and contextual information275 cited
  • 1966The Principles of Selection264 cited
  • 1992Algorithms for automated line generalization1based on a natural principle of objective generalization149 cited
  • 1993Use of Graph Theory to Support Map Generalization128 cited
  • 2019Is deep learning the new agent for map generalization?81 cited
  • 2015Topological robustness of the global automotive industry78 cited
  • 2009Selective omission of road features based on mesh density for automatic map generalization73 cited
  • 2020Application of AHP to Road Selection73 cited
  • 2019Road network generalization considering traffic flow patterns61 cited
  • 2012Integration of linear and areal hierarchies for continuous multi-scale representation of road networks57 cited
  • 2009Road selection based on Voronoi diagrams and “strokes” in map generalization54 cited
  • 2012A comparative study of various strategies to concatenate road segments into strokes for map generalization50 cited
  • 2022Deriving map images of generalised mountain roads with generative adversarial networks43 cited
  • 2014

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The fractal nature of maps and mapping
40 cited
  • 2010Challenges for Automated Generalisation at European Mapping Agencies: A Qualitative and Quantitative Analysis39 cited
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    • 2025A Transformer-Based Approach for Efficient Geometric Feature Extraction from Vector Shape Data3 cited