Concepedia

Network Embedding By Diffusion

Network Embedding By Diffusion is a network embedding method that generates low-dimensional vector representations of nodes by preserving the multi-step diffusion dynamics inherent in the network structure, thereby capturing both local and global connectivity patterns through the propagation of information across edges.

9

Publications

612

Citations

39

Authors

24

Institutions

Publications per year

2017–2026

8

Parents

Publications

9

Learning Structural Node Embeddings via Diffusion Wavelets

Claire Donnat, Marinka Žitnik, David Hallac et al. · 2018 · 384 citations · Full text

, , +14

Network-Based Asymmetry of the Human Auditory System

Bratislav Mišić, Richard F. Betzel, Alessandra Griffa et al. · Cerebral Cortex · 2018 · 82 citations · Full text

, , +17

Open innovation from the perspective of network embedding: knowledge evolution and development trend

Ting Liu, Tang Liu · Scientometrics · 2020 · 27 citations

, , +16

Network Dependence Testing via Diffusion Maps and Distance-Based Correlations

Youjin Lee, Cencheng Shen, Carey E. Priebe et al. · arXiv (Cornell University) · 2017 · 25 citations · Full text

, , +11

DISCO: Influence Maximization Meets Network Embedding and Deep Learning

Hui Li, Mengting Xu, Sourav S. Bhowmick et al. · arXiv (Cornell University) · 2019 · 23 citations · Full text

, , +11

1–5 of 9

Authors

39

  1. AG
    Alessandra Griffa

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 99 citations

    2

    h-index

  2. RF
    Richard F. Betzel

    Indiana University Bloomington, United States

    2 publications · 99 citations

    2

    h-index

  3. BM
    Bratislav Mišić

    Montreal Neurological Institute and Hospital, Canada

    2 publications · 99 citations

    2

    h-index

  4. MA
    Marcel A. de Reus

    University Medical Center Utrecht, Netherlands

    2 publications · 99 citations

    2

    h-index

  5. MP
    Martijn P. van den Heuvel

    University Medical Center Utrecht, Netherlands

    2 publications · 99 citations

    2

    h-index

1–5 of 39

Institutions

24

  1. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    3 publications

    124 citations

  2. University Medical Center Utrecht

    Utrecht, The Netherlands

    2 h-index

    5 publications

    215 citations

  3. McGill University

    Montreal, Canada

    2 h-index

    4 publications

    198 citations

  4. Indiana University Bloomington

    Bloomington, United States

    2 h-index

    4 publications

    198 citations

  5. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    2 h-index

    3 publications

    181 citations

  6. Montreal Neurological Institute and Hospital

    Montreal, Canada

    2 h-index

    4 publications

    198 citations

  7. Institute of Psychology, Chinese Academy of Sciences

    Beijing, China

    2 h-index

    4 publications

    198 citations

  8. Xiangtan University

    Xiangtan, China

    1 h-index

    2 publications

    54 citations

1–8 of 24

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 48 citations

    2

    h-index

  2. Social Networks

    1 publications · 13 citations

    1

    h-index

  3. Cerebral Cortex

    1 publications · 82 citations

    1

    h-index

  4. Computers in Biology and Medicine

    1 publications · 22 citations

    1

    h-index

  5. Scientometrics

    1 publications · 27 citations

    1

    h-index

1–5