Concepedia

Node Salience Encoding

Node Salience Encoding is a computational method that, within the broader class of node encoding techniques, specifically captures and represents the relative importance or prominence of nodes in a network by integrating structural, positional, and contextual features to distinguish salient nodes from their peers.

4

Publications

271

Citations

14

Authors

10

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

Robust classification of salient links in complex networks

Daniel Grady, Christian Thiemann, Dirk Brockmann · Nature Communications · 2012 · 172 citations · Full text

, , +13

Parsimonious network design and feature selection through node pruning

Jianchang Mao, Khalid Mohiuddin, Anil K. Jain · 2002 · 55 citations

, , +10

A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution

Dongxiang Zhang, Long Guo, Xiangnan He et al. · 2018 · 28 citations

, , +16

Unsupervised Entity Resolution With Blocking and Graph Algorithms

Dongxiang Zhang, Dongsheng Li, Long Guo et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 16 citations

, , +16

1–4 of 4

Authors

14

  1. LG
    Long Guo

    National University of Singapore, Singapore

    2 publications · 44 citations

    2

    h-index

  2. DZ
    Dongxiang Zhang

    University of Electronic Science and Technology of China, China

    2 publications · 44 citations

    2

    h-index

  3. JM
    Jianchang Mao

    IBM Research - Almaden, United States

    1 publications · 55 citations

    1

    h-index

  4. JS
    Jie Shao

    University of Electronic Science and Technology of China, China

    1 publications · 28 citations

    1

    h-index

  5. DG
    Daniel Grady

    New York University Abu Dhabi, United Arab Emirates

    1 publications · 172 citations

    1

    h-index

1–5 of 14

Institutions

10

  1. National University of Defense Technology

    Changsha, China

    2 h-index

    2 publications

    44 citations

  2. Zhejiang University of Science and Technology

    Hangzhou, China

    1 h-index

    1 publications

    16 citations

  3. Alibaba Group (China)

    Hangzhou, China

    1 h-index

    1 publications

    16 citations

  4. Northwestern University

    Evanston, United States

    1 h-index

    3 publications

    516 citations

  5. IBM Research - Almaden

    San Jose, United States

    1 h-index

    2 publications

    110 citations

  6. Zhejiang University

    Hangzhou, China

    1 h-index

    1 publications

    28 citations

  7. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    16 citations

  8. Peking University

    Beijing, China

    1 h-index

    1 publications

    28 citations

1–8 of 10

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 16 citations

    1

    h-index

  2. Nature Communications

    1 publications · 172 citations

    1

    h-index

1–2