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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 77 8

  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 33 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 21 repositories
  • MeanCut-Clustering Public

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

    MATLAB 3 Apache-2.0 2 0 0 Updated Jan 24, 2025
  • 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.

    MATLAB 1 0 1 0 Updated Jan 22, 2025
  • 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.

    MATLAB 77 8 6 1 Updated Jan 9, 2025
  • NEPIC Public

    A robust spatial clustering algorithm by network edge pruning and internal connection

    0 Apache-2.0 0 0 0 Updated Dec 30, 2024
  • 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.

    JavaScript 33 14 0 10 Updated Dec 9, 2024
  • ScaleFC Public
    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

    MATLAB 1 0 0 0 Updated Nov 13, 2024
  • Jupyter Notebook 1 0 0 0 Updated Jun 23, 2024
  • Python 4 0 0 0 Updated Jun 19, 2024
  • Cluster_Analysis Public

    A demo for class work

    MATLAB 1 0 0 0 Updated Mar 19, 2024