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Unsupervised machine learning in urban studies: A systematic review of applications
16 references·0 citing·56 second hopsampled
Unsupervised machine learning in urban studies: A systematic review of applications (2022)Unsupervised machine learning in urban st…Street view imagery in urban analytics and GIS: A review (2021)Street view imagery in urban …Applications of Artificial Intelligence and Machine learning in smart cities (2020)Applications of Artificial In…Analyses of land use land cover (LULC) change and built-up expansion in the suburb of a metropolitan city: Spatio-temporal analysis of Delhi NCR using landsat datasets (2020)Analyses of land use land cov…GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)GeoAI: spatially explicit art…The Lisbon ranking for smart sustainable cities in Europe (2018)The Lisbon ranking for smart …Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Extracting urban functional r…bibliometrix : An R-tool for comprehensive science mapping analysis (2017)bibliometrix : An R-tool for …Beyond prediction: Using big data for policy problems (2017)Beyond prediction: Using big …Urban Computing (2014)Urban ComputingTheses on Urbanization (2013)Theses on UrbanizationPrincipal Component Analysis on Spatial Data: An Overview (2012)Principal Component Analysis …A unified theory of urban living (2010)A unified theory of urban liv…Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for…The Size, Scale, and Shape of Cities (2008)The Size, Scale, and Shape of…A Bayesian Network Approach to Traffic Flow Forecasting (2006)A Bayesian Network Approach t…Indexes of perceived residential environment quality and neighbourhood attachment in urban environments: a confirmation study on the city of Rome (2002)Indexes of perceived resident…Human behavior and the principle of least effort (1949)Power-Law Distributions in Empirical Data (2009)Urban form revisited—Selecting indicators for characterising European cities (2010)A Theory of Smart Cities (2011)Urban agriculture in the developing world: a review (2013)The Death and Life of Great American Cities (2015)The Death and Life of Great American Cities (1962)Geographic information systems and science (2005)Growth, innovation, scaling, and the pace of life in cities (2007)Geographic information systems and science (2011)Towards a new epistemology of the urban? 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References

  • 2009Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement65,829 cited
  • 2017bibliometrix : An R-tool for comprehensive science mapping analysis16,195 cited
  • 2014Urban Computing1,564 cited
  • 2008The Size, Scale, and Shape of Cities1,465 cited
  • 2010A unified theory of urban living1,010 cited
  • 2021Street view imagery in urban analytics and GIS: A review961 cited
  • 2006A Bayesian Network Approach to Traffic Flow Forecasting803 cited
  • 2020Applications of Artificial Intelligence and Machine learning in smart cities801 cited
  • 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond648 cited
  • 2017Beyond prediction: Using big data for policy problems575 cited
  • 2012Principal Component Analysis on Spatial Data: An Overview510 cited
  • 2013Theses on Urbanization502 cited
  • 2017Extracting urban functional regions from points of interest and human activities on location‐based social networks482 cited
  • 2002Indexes of perceived residential environment quality and neighbourhood attachment in urban environments: a confirmation study on the city of Rome429 cited
  • 2018The Lisbon ranking for smart sustainable cities in Europe

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351 cited
  • 2020Analyses of land use land cover (LULC) change and built-up expansion in the suburb of a metropolitan city: Spatio-temporal analysis of Delhi NCR using landsat datasets324 cited
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