Concepedia

Spectral Graph Features

Spectral Graph Features is a class of graph-derived metrics that captures structural properties of a graph through the eigenvalue decomposition of its Laplacian or adjacency matrix, distinguishing it from other graph feature types by its foundation in spectral graph theory and its ability to encode global connectivity patterns.

47

Publications

2.4K

Citations

163

Authors

74

Institutions

Publications per year

2017–2026

27

Parents

Publications

47

Metric learning with spectral graph convolutions on brain connectivity networks

Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante et al. · NeuroImage · 2017 · 379 citations

, , +14

Identification of side-chain clusters in protein structures by a graph spectral method 1 1Edited by J. M. Thornton

Saraswathi Vishveshwara · Journal of Molecular Biology · 1999 · 261 citations

, , +8

Affinity aggregation for spectral clustering

Hsin-Chien Huang, Yung‐Yu Chuang, Chu‐Song Chen · 2012 · 214 citations

, , +11

A “string of feature graphs” model for recognition of complex activities in natural videos

Utkarsh Gaur, Yingying Zhu, Amit K. Roy–Chowdhury · 2011 · 143 citations

, , +16

Detecting Abnormal Pattern of Epileptic Seizures via Temporal Synchronization of EEG Signals

Miaolin Fan, Chun-An Chou · IEEE Transactions on Biomedical Engineering · 2018 · 117 citations

, , +17

1–5 of 47

Authors

163

  1. BJ
    Bo Jiao

    Xi'an Jiaotong University, China

    2 publications · 32 citations

    2

    h-index

  2. JS
    Jianmai Shi

    National University of Defense Technology, China

    2 publications · 32 citations

    2

    h-index

  3. JL
    Jean‐Michel Lett

    Centre de Coopération Internationale en Recherche Agronomique pour le Développement, France

    1 publications · 56 citations

    1

    h-index

  4. YC
    Yannan Chen

    Jiangsu University, China

    1 publications · 37 citations

    1

    h-index

  5. KR
    Kannan Ramchandran

    University of California, Berkeley, United States

    1 publications · 37 citations

    1

    h-index

1–5 of 163

Institutions

74

  1. University of Connecticut

    Storrs, United States

    2 h-index

    9 publications

    231 citations

  2. Tsinghua University

    Beijing, China

    2 h-index

    5 publications

    75 citations

  3. Xiamen University

    Xiamen, China

    2 h-index

    5 publications

    208 citations

  4. University of Central Florida

    Orlando, United States

    2 h-index

    4 publications

    64 citations

  5. Imperial College London

    London, United Kingdom

    2 h-index

    11 publications

    2.9K citations

  6. CentraleSupélec

    Gif-sur-Yvette, France

    1 h-index

    1 publications

    38 citations

  7. Institute of Information Science, Academia Sinica

    Taipei, Taiwan

    1 h-index

    2 publications

    428 citations

  8. IIT@MIT

    Cambridge, United States

    1 h-index

    2 publications

    26 citations

1–8 of 74

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 116 citations

    5

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. IEEE Transactions on Image Processing

    1 publications · 60 citations

    1

    h-index

  5. 1

    h-index

1–5