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Multiple representations in geospatial databases, the brain’s spatial cells, and deep learning algorithms
16 references·0 citing·43 second hop
Multiple representations in geospatial databases, the brain’s spatial cells, and deep learning algorithms (2023)Multiple representations in geospatial da…Deriving map images of generalised mountain roads with generative adversarial networks (2022)Deriving map images of genera…A review of location encoding for GeoAI: methods and applications (2022)A review of location encoding…A geographically weighted artificial neural network (2021)A geographically weighted art…Learning Cartographic Building Generalization with Deep Convolutional Neural Networks (2019)Learning Cartographic Buildin…Is deep learning the new agent for map generalization? 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References

  • 1970A Computer Movie Simulating Urban Growth in the Detroit Region9,754 cited
  • 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond605 cited
  • 2005Geographical information systems : principles, techniques, management, and applications572 cited
  • 1991Map Generalization: Making Rules for Knowledge Representation265 cited
  • 2022A review of location encoding for GeoAI: methods and applications173 cited
  • 2021A geographically weighted artificial neural network132 cited
  • 1994Multiple representations for cartographic objects in a multi-scale tree—An intelligent graphical zoom117 cited
  • 2019Learning Cartographic Building Generalization with Deep Convolutional Neural Networks107 cited
  • 2019Is deep learning the new agent for map generalization?81 cited
  • 2007Framing Guidelines for Multi-Scale Map Design Using Databases at Multiple Resolutions72 cited
  • 1985TREATMENT OF THE CARTOGRAPHIC LINE72 cited
  • 2000GIS Databases: From Multiscale to MultiRepresentation68 cited
  • 2004Modelling geographic data with multiple representations68 cited
  • 2000Evaluating Inconsistencies Among Multiple Representations67 cited
  • 2007Conceptual Models of Generalisation and Multiple Representation

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59 cited
  • 2022Deriving map images of generalised mountain roads with generative adversarial networks43 cited
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