Concepedia

Temporal Graph Features

Temporal Graph Features is a class of graph feature engineering methods that captures dynamic structural patterns by encoding time-evolving relationships and node interactions within a temporal graph.

63

Publications

3.1K

Citations

258

Authors

125

Institutions

Publications per year

2017–2026

47

Parents

Publications

63

AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN

Li Zheng, Zhenpeng Li, Jian Li et al. · 2019 · 239 citations · Full text

, , +16

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction

Jinyin Chen, Jian Zhang, Xuanheng Xu et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2019 · 194 citations

, , +16

APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding

2021 · 130 citations · Full text

, , +15

A Task Taxonomy for Network Evolution Analysis

Jae‐wook Ahn, Catherine Plaisant, Ben Shneiderman · IEEE Transactions on Visualization and Computer Graphics · 2013 · 129 citations

, , +10

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs

Lei Cai, Zhengzhang Chen, Chen Luo et al. · 2021 · 122 citations

, , +17

1–5 of 63

Authors

258

  1. QX
    Qi Xuan

    Zhejiang University of Technology, China

    2 publications · 221 citations

    2

    h-index

  2. JC
    Jinyin Chen

    Zhejiang University of Technology, China

    2 publications · 221 citations

    2

    h-index

  3. YE
    Yuval Elovici

    Ben-Gurion University of the Negev, Israel

    2 publications · 47 citations

    2

    h-index

  4. RI
    Ryutaro Ichise

    National Institute of Informatics, Japan

    2 publications · 47 citations

    2

    h-index

  5. LD
    Li Ding

    University of Maryland, Baltimore County, United States

    2 publications · 133 citations

    2

    h-index

1–5 of 258

Institutions

125

  1. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    889 citations

  2. Peking University

    Beijing, China

    4 h-index

    7 publications

    837 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    221 citations

  4. China University of Mining and Technology

    Xuzhou, China

    2 h-index

    9 publications

    158 citations

  5. Xuzhou University of Technology

    Xuzhou, China

    2 h-index

    2 publications

    36 citations

  6. Zhejiang University of Technology

    Hangzhou, China

    2 h-index

    12 publications

    1.3K citations

  7. South China University of Technology

    Guangzhou, China

    2 h-index

    7 publications

    501 citations

  8. Pennsylvania State University

    State College, United States

    2 h-index

    7 publications

    398 citations

1–8 of 125

Venues

  1. IEEE Access

    6 publications · 295 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 48 citations

    3

    h-index

  3. 2

    h-index

  4. 2

    h-index

  5. IEEE Transactions on Image Processing

    1 publications · 76 citations

    1

    h-index

1–5