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S3-Lab | PKU
S3-Lab | PKU
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    Ganmin Yin

    Ganmin Yin

    PhD Student
    2020 - present

    Peking University

    My research interests include Human Mobility, Transportation, Urban Data Mining, Social Sensing and GeoAI.

    Interests
    • Human Mobility
    • Transportation
    • Urban Data Mining
    • Social Sensing
    • GeoAI
    Education
    • BSc in Geographical Information Science, 2016-2020

      Peking University

    Latest

    • Big Geodata Reveals Spatial Patterns of Built Environment Stocks Across and Within Cities in China
    • Examining active travel behavior through explainable machine learning: Insights from Beijing, China
    • High-resolution mapping of material stocks in the built environment across 50 Chinese cities
    • Matching end-of-life household vehicle generation and recycling capacity in Chinese cities: A spatio-temporal analysis for 2022–2050
    • Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency
    • PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering
    • Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data
    • Site selection for hybrid offshore wind and wave power plants using a four-stage framework: A case study in Hainan, China
    • A Unified Spatial Multigraph Analysis for Public Transport Performance

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