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Overcoming the knowledge acquisition bottleneck in map generalization: The role of interactive systems and computational intelligence
5 references·16 citing·38 second hop
Overcoming the knowledge acquisition bottleneck in map generalization: The role of interactive systems and computational intelligence (1995)Overcoming the knowledge acquisition bott…Geographical information systems: principles and applications (1992)Geographical information syst…Map Generalization: Making Rules for Knowledge Representation (1991)Map Generalization: Making Ru…A review and conceptual framework of automated map generalization (1988)A review and conceptual frame…A Statistical Analysis of Mathematical Measures for Linear Simplification (1986)A Statistical Analysis of Mat…The geographical magazine (1951)The geographical magazineMachine learning in cartography (2024)Machine learning in cartograp…Move and remove: Multi-task learning for building simplification in vector maps with a graph convolutional neural network (2023)Move and remove: Multi-task l…Deriving map images of generalised mountain roads with generative adversarial networks (2022)Deriving map images of genera…Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation (2020)Exploring the Potential of De…CartAGen: an Open Source Research Platform for Map Generalization (2019)CartAGen: an Open Source Rese…BUILDING GENERALIZATION USING DEEP LEARNING (2018)BUILDING GENERALIZATION USING…Improving settlement selection for small-scale maps using data enrichment and machine learning (2017)Improving settlement selectio…Empirical determination of geometric parameters for selective omission in a road network (2015)Empirical determination of ge…Utilising urban context recognition and machine learning to improve the generalisation of buildings (2010)Utilising urban context recog…Challenges for Automated Generalisation at European Mapping Agencies: A Qualitative and Quantitative Analysis (2010)Challenges for Automated Gene…Automated processing for map generalization using web services (2008)Automated processing for map …Consistency Assessment Between Multiple Representations of Geographical Databases: a Specification-Based Approach (2006)Consistency Assessment Betwee…Map generalization in the Web age (2005)Map generalization in the Web…Cartographic generalization of roads in a local and adaptive approach: A knowledge acquistion problem (2005)Cartographic generalization o…Amalgamation in cartographic generalization using Kohonen's feature nets (2005)Amalgamation in cartographic …Experiments with Learning Techniques for Spatial Model Enrichment and Line Generalization (1998)Experiments with Learning Tec…Elements of Cartography (1953)Building effective decision support systems (1982)Conflation Automated map compilation (1988)Generalization of spatial data: Principles and selected algorithms (1997)Progressive Transmission of Vector Map Data over the World Wide Web (2001)STRATEGIC SUPPLY CHAIN MAPPING APPROACHES (2003)The Accuracy Of Spatial Databases (1989)Geographically weighted summary statistics — a framework for localised exploratory data analysis (2002)Web-based GIS for collaborative planning and public participation: An application to the strategic planning of wind farm sites (2008)Geospatial Cyberinfrastructure: Past, present and future (2010)The geographical magazine (1948)Proceedings of Auto Carto 11 (1993)Generalization-oriented Road Line Classification by Means of an Artificial Neural Network (2007)Specifying Map Requirements for Automated Generalization of Topographic Data (2009)Segmentation and sampling method for complex polyline generalization based on a generative adversarial network (2021)GENERALIZATION BASED ON LEAST SQUARES ADJUSTMENT (2000)Contextual Building Typification in Automated Map Generalization (2001)Digital Map Generalization at the Age of Enlightenment: a Review of the First Forty Years (2007)Morphing polylines: A step towards continuous generalization (2008)Measured and perceived visual complexity: a comparative study among three online map providers (2017)Optimization approaches for generalization and data abstraction (2005)Continuous Generalization for Visualization on Small Mobile Devices (2006)Generalisation of Geographic Information: Cartographic Modelling and Applications (2007)Data‐driven polyline simplification using a stacked autoencoder‐based deep neural network (2022)Polyline simplification based on the artificial neural network with constraints of generalization knowledge (2022)A Road Network Selection Process Based on Data Enrichment and Structure Detection (2010)Learning Cartographic Building Generalization with Deep Convolutional Neural Networks (2019)Constraint-Based Evaluation of Map Images Generalized by Deep Learning (2022)Assuring the quality of volunteered geographic information (2012)A deep learning approach for polyline and building simplification based on graph autoencoder with flexible constraints (2023)The Nature Of Boundaries On ‘Area-Class’ Maps (1989)Algorithms for automated line generalization1based on a natural principle of objective generalization (1992)Performance Evaluation of Line Simplification Algorithms for Vector Generalization (2006)Spatial Data Analysis (2003)Spatial data analysis: theory and practice (2004)Movie-induced tourism: The challenge of measurement and other issues (2001)Regional Effects of Terrorism on Tourism in Three Mediterranean Countries (2003)Amenity migration: diverse conceptualizations of drivers, socioeconomic dimensions, and emerging challenges (2009)
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References

  • 1992Geographical information systems: principles and applications560 cited
  • 1988A review and conceptual framework of automated map generalization335 cited
  • 1951The geographical magazine312 cited
  • 1991Map Generalization: Making Rules for Knowledge Representation265 cited
  • 1986A Statistical Analysis of Mathematical Measures for Linear Simplification156 cited

Cited by

  • 2005Map generalization in the Web age75 cited
  • 2020Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation59 cited
  • 2018BUILDING GENERALIZATION USING DEEP LEARNING53 cited
  • 2005Cartographic generalization of roads in a local and adaptive approach: A knowledge acquistion problem49 cited
  • 2022Deriving map images of generalised mountain roads with generative adversarial networks43 cited
  • 1998Experiments with Learning Techniques for Spatial Model Enrichment and Line Generalization43 cited
  • 2010Challenges for Automated Generalisation at European Mapping Agencies: A Qualitative and Quantitative Analysis39 cited
  • 2008Automated processing for map generalization using web services33 cited
  • 2024Machine learning in cartography32 cited
  • 2017

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Improving settlement selection for small-scale maps using data enrichment and machine learning
31 cited
  • 2023Move and remove: Multi-task learning for building simplification in vector maps with a graph convolutional neural network30 cited
  • 2005Amalgamation in cartographic generalization using Kohonen's feature nets27 cited
  • 2015Empirical determination of geometric parameters for selective omission in a road network24 cited
  • 2010Utilising urban context recognition and machine learning to improve the generalisation of buildings22 cited
  • 2019CartAGen: an Open Source Research Platform for Map Generalization19 cited
  • 2006Consistency Assessment Between Multiple Representations of Geographical Databases: a Specification-Based Approach19 cited