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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 85 9

  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 36 15

  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 4

  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 25 3

  5. sude sude Public

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

    MATLAB 20 3

  6. 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

Repositories

Showing 10 of 26 repositories
  • scalefc-pkg Public

    The official implementation of ScaleFC algorithm for geographical flow (OD flow) data

    ZPGuiGroupWhu/scalefc-pkg’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 17, 2025
  • SUDE-pkg Public

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

    ZPGuiGroupWhu/SUDE-pkg’s past year of commit activity
    Python 3 0 0 0 Updated Oct 16, 2025
  • sude Public

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

    ZPGuiGroupWhu/sude’s past year of commit activity
    MATLAB 20 3 0 0 Updated Oct 16, 2025
  • Geo-CLASS Public

    This repository contains the code implementation of the paper “Geoprocessing Modeling Knowledge Extraction from Crowdsourced Google Earth Engine Scripts by Collaborating Large and Small Language Models”. It includes the core scripts, selected datasets, and figures used in the experiments.

    ZPGuiGroupWhu/Geo-CLASS’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Oct 14, 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.

    ZPGuiGroupWhu/ClusteringDirectionCentrality’s past year of commit activity
    MATLAB 85 9 6 1 Updated Sep 13, 2025
  • CDC-pkg 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/CDC-pkg’s past year of commit activity
    Python 1 0 0 0 Updated Sep 13, 2025
  • ScaleFC Public
    ZPGuiGroupWhu/ScaleFC’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Sep 11, 2025
  • NEPIC Public

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

    ZPGuiGroupWhu/NEPIC’s past year of commit activity
    MATLAB 1 Apache-2.0 0 0 0 Updated Jul 22, 2025
  • TSCGC Public

    A Topological and Semantic Contrastive Graph Clustering (TSCGC) model. It fuses original graph view, augmented graph view, and hypergraph view.

    ZPGuiGroupWhu/TSCGC’s past year of commit activity
    Python 1 1 0 0 Updated Apr 15, 2025
  • Cluster_Analysis Public

    A demo for class work

    ZPGuiGroupWhu/Cluster_Analysis’s past year of commit activity
    MATLAB 1 0 1 0 Updated Apr 1, 2025
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