Concepedia

Stress Majorization

Stress Majorization is a numerical optimization method for graph layout that minimizes a stress function by iteratively refining node positions through a sequence of weighted least-squares updates, distinguishing itself from other layout techniques through its convergence guarantees and use of majorization to simplify the original non-linear, non-convex optimization problem.

8

Publications

941

Citations

24

Authors

9

Institutions

Publications per year

2017–2026

1

Parents

Publications

8

Multidimensional Scaling Using Majorization: SMACOF in<i>R</i>

Jan de Leeuw, Patrick Mair · Journal of Statistical Software · 2009 · 481 citations · Full text

, , +12

Multidimensional Scaling Using Majorization: SMACOF in R

Jan de Leeuw, Patrick Mair · WU Research · 2008 · 124 citations · Full text

, , +10

IPSep-CoLa: An Incremental Procedure for Separation Constraint Layout of Graphs

Tim Dwyer, Yehuda Koren, Kim Marriott · IEEE Transactions on Visualization and Computer Graphics · 2006 · 104 citations

, , +16

A Maxent-Stress Model for Graph Layout

Emden R. Gansner, Yifan Hu, Stephen C. North · IEEE Transactions on Visualization and Computer Graphics · 2013 · 78 citations

, , +16

Revisiting Stress Majorization as a Unified Framework for Interactive Constrained Graph Visualization

Yunhai Wang, Yanyan Wang, Yinqi Sun et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 62 citations

, , +14

1–5 of 8

Authors

24

  1. TD
    Tim Dwyer

    Monash University, Australia

    2 publications · 127 citations

    2

    h-index

  2. PM
    Patrick Mair

    Harvard University, United States

    2 publications · 605 citations

    2

    h-index

  3. KM
    Kim Marriott

    Monash University, Australia

    2 publications · 127 citations

    2

    h-index

  4. JD
    Jan de Leeuw

    University of California, Los Angeles, United States

    2 publications · 605 citations

    2

    h-index

  5. YK
    Yehuda Koren

    AT&T (United States), United States

    2 publications · 127 citations

    2

    h-index

1–5 of 24

Institutions

9

  1. AT&T (United States)

    Bedminster, United States

    4 h-index

    9 publications

    537 citations

  2. Monash University

    Melbourne, Australia

    2 h-index

    4 publications

    254 citations

  3. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    25 citations

  4. University of Vienna

    Vienna, Austria

    1 h-index

    1 publications

    62 citations

  5. AT&T (United Kingdom)

    Redditch, United Kingdom

    1 h-index

    1 publications

    23 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    62 citations

  7. Shandong University

    Jinan, China

    1 h-index

    5 publications

    310 citations

  8. Cardiff University

    Cardiff, United Kingdom

    1 h-index

    4 publications

    100 citations

1–8 of 9

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 244 citations

    3

    h-index

  2. WU Research

    Repository · 1 publications · 124 citations

    1

    h-index

  3. Journal of Statistical Software

    JSS · 1 publications · 481 citations

    1

    h-index

  4. Discrete Mathematics

    1 publications · 23 citations

    1

    h-index

  5. Computer Graphics Forum

    1 publications · 44 citations

    1

    h-index

1–5