Concepedia

Node Aggregation

Node Aggregation is a graph simplification technique that reduces complexity by grouping fine-grained nodes into meta-nodes based on structural or semantic similarities, preserving essential connectivity patterns in large graph visualization.

72

Publications

3.2K

Citations

279

Authors

134

Institutions

Publications per year

2017–2026

32

Variants

Graph Node Aggregation

Parents

Publications

72

Graph summarization with bounded error

Saket Navlakha, Rajeev Rastogi, Nisheeth Shrivastava · 2008 · 346 citations

, , +14

Lean Algebraic Multigrid (LAMG): Fast Graph Laplacian Linear Solver

Oren E. Livne, Achi Brandt · SIAM Journal on Scientific Computing · 2012 · 192 citations

, , +17

Estimating Aggregates on a Peer-to-Peer Network

Mayank Bawa, Héctor García-Molina, Aristides Gionis et al. · 2003 · 175 citations

, , +9

Aggregation Algorithm Towards Large-Scale Boolean Network Analysis

Zhao Yin, Jongrae Kim, Maurizio Filippone · IEEE Transactions on Automatic Control · 2013 · 156 citations

, , +16

A Sharding Scheme-Based Many-Objective Optimization Algorithm for Enhancing Security in Blockchain-Enabled Industrial Internet of Things

Xingjuan Cai, Shaojin Geng, Jingbo Zhang et al. · IEEE Transactions on Industrial Informatics · 2021 · 153 citations

, , +13

1–5 of 72

Authors

279

  1. ZZ
    Zhiqiang Zhao

    Michigan Technological University, United States

    2 publications · 23 citations

    2

    h-index

  2. NO
    Nikola Ojkic

    University College London, United Kingdom

    2 publications · 36 citations

    2

    h-index

  3. DV
    Dimitrios Vavylonis

    Lehigh University, United States

    2 publications · 36 citations

    2

    h-index

  4. CL
    Chuang Lin

    Tsinghua University, China

    2 publications · 39 citations

    2

    h-index

  5. HT
    Hanghang Tong

    University of Illinois Urbana-Champaign, United States

    2 publications · 39 citations

    2

    h-index

1–5 of 279

Institutions

134

  1. Tsinghua University

    Beijing, China

    4 h-index

    10 publications

    324 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    3 publications

    338 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    5 publications

    83 citations

  4. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    9 publications

    503 citations

  5. Ericsson (Sweden)

    Kista, Sweden

    2 h-index

    8 publications

    310 citations

  6. KTH Royal Institute of Technology

    Stockholm, Sweden

    2 h-index

    6 publications

    244 citations

  7. Central Michigan University

    Mount Pleasant, United States

    2 h-index

    2 publications

    39 citations

  8. Ericsson (United States)

    Plano, United States

    2 h-index

    2 publications

    69 citations

1–8 of 134

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 94 citations

    3

    h-index

  2. IEEE Transactions on Automatic Control

    2 publications · 236 citations

    2

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 2 publications · 160 citations

    2

    h-index

  4. Computers & Industrial Engineering

    2 publications · 102 citations

    2

    h-index

  5. Information Sciences

    2 publications · 130 citations

    2

    h-index

1–5