Concepedia

Dissimilarity Matrix Visualization

Dissimilarity Matrix Visualization is a visualization technique that encodes pairwise dissimilarities among objects in a multidimensional space into a two-dimensional matrix representation, distinguished by its explicit spatial arrangement of entries to reveal structural patterns such as clusters, gradients, or outliers in the underlying dissimilarity data.

18

Publications

1.5K

Citations

39

Authors

24

Institutions

Publications per year

2017–2026

2

Parents

Publications

18

VAT: a tool for visual assessment of (cluster) tendency

James C. Bezdek, Richard J. Hathaway · 2003 · 336 citations

, , +13

Data Visualization With Multidimensional Scaling

Andreas Buja, Deborah F. Swayne, Michael L. Littman et al. · Journal of Computational and Graphical Statistics · 2008 · 314 citations

, , +15

Inverse MDS: Inferring Dissimilarity Structure from Multiple Item Arrangements

Nikolaus Kriegeskorte, Marieke Mur · Frontiers in Psychology · 2012 · 245 citations · Full text

, , +11

GAP: A graphical environment for matrix visualization and cluster analysis

Hanming Wu, Yin-Jing Tien, Chun‐Houh Chen · Computational Statistics & Data Analysis · 2008 · 110 citations

, , +14

Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices

James C. Bezdek, Richard J. Hathaway, Jacalyn M. Huband · IEEE Transactions on Fuzzy Systems · 2007 · 91 citations

, , +11

1–5 of 18

Authors

39

  1. JC
    James C. Bezdek

    University of West Florida, United States

    4 publications · 515 citations

    4

    h-index

  2. VS
    Victor S. Lobanov

    University of Florida, United States

    2 publications · 105 citations

    2

    h-index

  3. DN
    Dmitrii N. Rassokhin

    Johnson & Johnson (United States), United States

    2 publications · 105 citations

    2

    h-index

  4. DK
    Dimitris K. Agrafiotis

    University of Bristol, United Kingdom

    2 publications · 105 citations

    2

    h-index

  5. RJ
    Richard J. Hathaway

    Georgia Southern University, United States

    2 publications · 427 citations

    2

    h-index

1–5 of 39

Institutions

24

  1. Georgia Southern University

    Statesboro, United States

    2 h-index

    2 publications

    427 citations

  2. The University of Melbourne

    Melbourne, Australia

    2 h-index

    4 publications

    178 citations

  3. University of West Florida

    Pensacola, United States

    2 h-index

    3 publications

    518 citations

  4. Ben-Gurion University of the Negev

    Beersheba, Israel

    1 h-index

    3 publications

    33 citations

  5. Monash University

    Melbourne, Australia

    1 h-index

    1 publications

    45 citations

  6. Nomura Holdings (Japan)

    Tokyo, Japan

    1 h-index

    2 publications

    66 citations

  7. Universidad Pontificia de Salamanca

    Salamanca, Spain

    1 h-index

    1 publications

    16 citations

  8. Pennsylvania State University

    State College, United States

    1 h-index

    6 publications

    1.9K citations

1–8 of 24

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 2 publications · 327 citations

    2

    h-index

  2. Journal of Computational Chemistry

    2 publications · 105 citations

    2

    h-index

  3. Scandinavian Journal of Psychology

    1 publications · 27 citations

    1

    h-index

  4. Clinical Trials

    1 publications · 26 citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 45 citations

    1

    h-index

1–5