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@ZPGuiGroupWhu

Spatial DI&S Lab @ Wuhan University

Spatial Data Intelligence & Service Lab focuses on the methods and applications of GeoAI and GeoComputation technologies

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  1. ClusteringDirectionCentrality ClusteringDirectionCentrality Public

    A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between i…

    MATLAB 75 7

  2. Human-Mobility-Analysis Human-Mobility-Analysis Public

    A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculatio…

    JavaScript 34 14

  3. Spark-based-Ripley-K-Functions Spark-based-Ripley-K-Functions Public

    A visual analytics framework for Distributed Ripley's K functions based on Apache Spark, including Space K function, Space-Time K function, Local K function and Cross K function. This framework con…

    JavaScript 26 3

  4. gtwr-compute-platform gtwr-compute-platform Public

    基于Vue.js, Echarts, Leaflet与Java Servlet实现的GTWR在线计算平台,支持原始计算数据预览、自定义计算参数进行GWR和GTWR计算,以及计算结果的评定

    Vue 23 3

  5. Spark-based-DBSCAN-Algorithms Spark-based-DBSCAN-Algorithms Public

    A parallel algorithm package for DBSCAN based on Apache Spark, including KDBSCAN, KDSG and other optimized DBSCAN algorithms. This framework consists of three parts, i.e., front-end web visualizati…

    Java 16 1

  6. OGC-WMS-Discovery-Portal OGC-WMS-Discovery-Portal Public

    A developing project to establish a geospatial web portal exclusively for discovering OGC Web Map Services by using multimodal or cross-modal retrieval technologies.

    JavaScript 14 1

Repositories

Showing 10 of 20 repositories
  • Human-Mobility-Analysis Public

    A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculations (e.g., entropy, radius of gyration, motif ratio, travel rhythm, etc), driving characters and dispositions.

    ZPGuiGroupWhu/Human-Mobility-Analysis’s past year of commit activity
    JavaScript 34 14 0 10 Updated Dec 9, 2024
  • ScaleFC Public
    ZPGuiGroupWhu/ScaleFC’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 19, 2024
  • sude Public

    A scalable manifold learning (scML) method that can cope with large-scale and high-dimensional data in an efficient manner

    ZPGuiGroupWhu/sude’s past year of commit activity
    MATLAB 1 0 0 0 Updated Nov 13, 2024
  • ClusteringDirectionCentrality Public

    A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.

    ZPGuiGroupWhu/ClusteringDirectionCentrality’s past year of commit activity
    MATLAB 75 7 6 1 Updated Sep 26, 2024
  • ZPGuiGroupWhu/Boundary-Point-Detection-based-on-Local-Geometry-and-Density’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jun 23, 2024
  • ZPGuiGroupWhu/Map-Retrieval-Intention-Recognition’s past year of commit activity
    Python 4 0 0 0 Updated Jun 19, 2024
  • MeanCut-Clustering Public

    A novel spectral clustering algorithm based on path similarity and degree descent criterion

    ZPGuiGroupWhu/MeanCut-Clustering’s past year of commit activity
    MATLAB 4 Apache-2.0 2 0 0 Updated May 8, 2024
  • Cluster_Analysis Public

    A demo for class work

    ZPGuiGroupWhu/Cluster_Analysis’s past year of commit activity
    MATLAB 1 0 0 0 Updated Mar 19, 2024
  • lodd Public

    LoDD considers that internal points are surrounded by neighboring points in all directions, while neighboring points of a boundary point tend to be distributed only in a certain directional range.

    ZPGuiGroupWhu/lodd’s past year of commit activity
    0 0 0 0 Updated Dec 6, 2023
  • ZPGuiGroupWhu/CDC-Introduction-Website’s past year of commit activity
    TypeScript 3 0 0 0 Updated Oct 20, 2023

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