Concepedia

Graph-based Spatial Features

Graph-Based Spatial Features is a spatial feature engineering method that represents geographic entities and their relational dependencies through graph structures, wherein nodes encode spatial units and edges capture topological, distance-based, or functional interactions to model complex spatial autocorrelation and neighborhood patterns.

48

Publications

2.2K

Citations

226

Authors

96

Institutions

Publications per year

2017–2026

41

Parents

Publications

48

Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

Ziyu Jia, Youfang Lin, Jing Wang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2021 · 239 citations · Full text

, , +16

Metro Passenger Flow Prediction via Dynamic Hypergraph Convolution Networks

Jingcheng Wang, Yong Zhang, Yun Wei et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 180 citations

, , +16

Split Depth-Wise Separable Graph-Convolution Network for Road Extraction in Complex Environments From High-Resolution Remote-Sensing Images

Gaodian Zhou, Weitao Chen, Qianshan Gui et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 166 citations

, , +16

Spatially Conditioned Graphs for Detecting Human–Object Interactions

Frederic Z. Zhang, Dylan Campbell, Stephen Jay Gould · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 123 citations

, , +13

Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks

Cunbo Li, Peiyang Li, Yangsong Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 94 citations

, , +16

1–5 of 48

Authors

226

  1. JG
    Julio González-Díaz

    Universidade de Santiago de Compostela, Spain

    1 publications · 15 citations

    1

    h-index

  2. FZ
    Frederic Z. Zhang

    Australian National University, Australia

    1 publications · 123 citations

    1

    h-index

  3. ML
    Mingkai Li

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 36 citations

    1

    h-index

  4. LC
    Lihua Cai

    University of Virginia, United States

    1 publications · 24 citations

    1

    h-index

  5. JZ
    Jun Zhang

    Fuzhou University, China

    1 publications · 34 citations

    1

    h-index

1–5 of 226

Institutions

96

  1. China University of Geosciences

    Wuhan, China

    3 h-index

    7 publications

    923 citations

  2. Beijing Jiaotong University

    Beijing, China

    2 h-index

    10 publications

    1.8K citations

  3. Wuhan University

    Wuhan, China

    2 h-index

    5 publications

    282 citations

  4. Baidu (China)

    Beijing, China

    2 h-index

    5 publications

    236 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    4 publications

    116 citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    6 publications

    221 citations

  7. University of California, Berkeley

    Berkeley, United States

    2 h-index

    6 publications

    210 citations

  8. North China Electric Power University

    Beijing, China

    2 h-index

    8 publications

    244 citations

1–8 of 96

Venues

  1. 2

    h-index

  2. 2

    h-index

  3. 2

    h-index

  4. 2

    h-index

  5. 2

    h-index

1–5