Concepedia

Graph Abstraction

Graph Abstraction is a methodological framework in graph theory and data visualization that reduces the complexity of large networks by hierarchically summarizing structural information, preserving essential topological properties while enabling scalable exploration and analysis.

156

Publications

10.7K

Citations

487

Authors

218

Institutions

Publications per year

2017–2026

46

Parents

Publications

156

PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells

F. Alexander Wolf, Fiona Hamey, Mireya Plass et al. · Genome biology · 2019 · 1.8K citations · Full text

, , +17

Some Theorems on Abstract Graphs

G. A. Dirac · Proceedings of the London Mathematical Society · 1952 · 1.6K citations

, , +9

Models of social networks based on social distance attachment

Marián Boguñá, Romualdo Pastor‐Satorras, Albert Dı́az-Guilera et al. · Physical Review E · 2004 · 782 citations · Full text

, , +16

Delay efficient sleep scheduling in wireless sensor networks

Gang Lu, Narayanan Sadagopan, Bhaskar Krishnamachari et al. · 2005 · 277 citations

, , +16

Managing attack graph complexity through visual hierarchical aggregation

Steven Noel, Sushil Jajodia · 2004 · 268 citations

, , +13

1–5 of 156

Authors

487

  1. LS
    Lei Shi

    Chinese Academy of Sciences, China

    4 publications · 84 citations

    4

    h-index

  2. AR
    Arend Rensink

    University of Twente, Netherlands

    3 publications · 40 citations

    3

    h-index

  3. YH
    Yifan Hu

    AT&T (United States), United States

    3 publications · 70 citations

    3

    h-index

  4. FL
    Feng Li

    Indiana University – Purdue University Indianapolis, United States

    3 publications · 80 citations

    3

    h-index

  5. TG
    Tianchong Gao

    Indiana University – Purdue University Indianapolis, United States

    3 publications · 80 citations

    3

    h-index

1–5 of 487

Institutions

218

  1. Tsinghua University

    Beijing, China

    6 h-index

    15 publications

    479 citations

  2. Université de Bordeaux

    Bordeaux, France

    4 h-index

    6 publications

    146 citations

  3. University of Maryland, College Park

    College Park, United States

    4 h-index

    10 publications

    477 citations

  4. University of California, Davis

    Davis, United States

    4 h-index

    10 publications

    741 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    12 publications

    379 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    437 citations

  7. University of Notre Dame

    Notre Dame, United States

    4 h-index

    10 publications

    271 citations

  8. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    3 h-index

    6 publications

    180 citations

1–8 of 218

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 6 publications · 312 citations

    6

    h-index

  2. Computer Graphics Forum

    5 publications · 249 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 113 citations

    3

    h-index

  4. International Joint Conference on Artificial Intelligence

    Conference · 2 publications · 79 citations

    2

    h-index

  5. Journal of Artificial Intelligence Research

    JAIR · 2 publications · 246 citations

    2

    h-index

1–5