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A review of spatially-explicit GeoAI applications in Urban Geography
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A review of spatially-explicit GeoAI applications in Urban Geography (2022)A review of spatially-explicit GeoAI appl…Graph neural network for traffic forecasting: A survey (2022)Graph neural network for traf…Street view imagery in urban analytics and GIS: A review (2021)Street view imagery in urban …Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting (2020)Traffic transformer: Capturin…A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (2020)A Survey on Modern Deep Neura…GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)GeoAI: spatially explicit art…Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States (2017)Using deep learning and Googl…Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017)Diffusion Convolutional Recur…The Fourth Revolution: How the infosphere is reshaping human reality (2014)The Fourth Revolution: How th…Integrating Qualitative and Quantitative Methods: A Pragmatic Approach (2014)Integrating Qualitative and Q…Big Data, new epistemologies and paradigm shifts (2014)Big Data, new epistemologies …Urbanization and economic growth: the arguments and evidence for Africa and Asia (2013)Urbanization and economic gro…Oxford Dictionary of Human Geography (2013)Oxford Dictionary of Human Ge…Cognitive surplus: creativity and generosity in a connected age (2010)Cognitive surplus: creativity…Wikinomics: how mass collaboration changes everything (2007)Wikinomics: how mass collabor…An Aggregative Model of Resource Allocation in a Metropolitan Area (2007)An Aggregative Model of Resou…Quantity and Quality in Social Research (2003)Quantity and Quality in Socia…THE STRUCTURE OF SCIENTIFIC REVOLUTIONS (1963)The Structure of Scientific Revolutions (1963)CRITICAL QUESTIONS FOR BIG DATA (2012)Algorithmic regulation: A critical interrogation (2017)Working and organizing in the age of the learning algorithm (2018)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction (2017)Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction (2017)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction (2019)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Machine learning for spatial analyses in urban areas: a scoping review (2022)Autonomous GIS: the next-generation AI-powered GIS (2023)Developing a model for AI Across the curriculum: Transforming the higher education landscape via innovation in AI literacy (2023)Graph WaveNet for Deep Spatial-Temporal Graph Modeling (2019)A Survey on Deep Learning for Human Mobility (2021)Graph Neural Networks for Intelligent Transportation Systems: A Survey (2023)Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey (2023)The world’s user-generated road map is more than 80% complete (2017)Measuring human perceptions of a large-scale urban region using machine learning (2018)Assessing bikeability with street view imagery and computer vision (2021)Unsupervised machine learning in urban studies: A systematic review of applications (2022)Towards a Sociological Understanding of Social Media: Theorizing Twitter (2012)Marketing in Computer-Mediated Environments: Research Synthesis and New Directions (2013)User engagement with online news: Conceptualizing interactivity and exploring the relationship between online news videos and user comments (2014)Why is central Paris rich and downtown Detroit poor? (1999)The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States (2009)Urban Growth and Transportation (2012)Role of social media in online travel information search (2009)Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities (2010)Production, Consumption, Prosumption (2010)Using thematic analysis in psychology (2006)Methods for the thematic synthesis of qualitative research in systematic reviews (2008)Seeking Qualitative Rigor in Inductive Research (2012)Towards a study of information geographies: (im)mutable augmentations and a mapping of the geographies of information (2015)Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools (2020)Deceitful Media (2021)
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References

  • 2017Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting3,639 cited
  • 2007Wikinomics: how mass collaboration changes everything3,399 cited
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  • 2022Graph neural network for traffic forecasting: A survey1,484 cited
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  • 2020A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges

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424 cited
  • 2020Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting417 cited
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