Concepedia

Visual Pattern Mining

Visual Pattern Mining is a computational methodology within visual data exploration that identifies and extracts meaningful, recurring structures or relationships in visual datasets through the integration of automated pattern recognition techniques and interactive visualization tools to enhance human perception and analytical reasoning.

111

Publications

5.9K

Citations

325

Authors

131

Institutions

Publications per year

2017–2026

20

Parents

Publications

111

Finding interesting rules from large sets of discovered association rules

Mika Klemettinen, Heikki Mannila, P. Ronkainen et al. · 1994 · 719 citations

, , +14

From visual data exploration to visual data mining: A survey

Maria Cristina Ferreira de Oliveira, Haim Levkowitz · IEEE Transactions on Visualization and Computer Graphics · 2003 · 510 citations

, , +14

Discovery of Collocation Patterns: from Visual Words to Visual Phrases

Junsong Yuan, Ying Wu, Ming Yang · 2007 · 238 citations

, , +13

Discovering informative patterns and data cleaning

Isabelle Guyon, Nada Matic, Vladimir Vapnik · 1996 · 235 citations

, , +15

Multidimensional detective

Alfred Inselberg · 2002 · 230 citations

, , +17

1–5 of 111

Authors

325

  1. JY
    Junsong Yuan

    Nanyang Technological University, Singapore

    10 publications · 554 citations

    10

    h-index

  2. YW
    Ying Wu

    Northwestern University, United States

    8 publications · 511 citations

    8

    h-index

  3. MY
    Ming Yang

    Northwestern University, United States

    3 publications · 361 citations

    3

    h-index

  4. CK
    Carson K. Leung

    University of Manitoba, Canada

    3 publications · 144 citations

    3

    h-index

  5. GZ
    Gangqiang Zhao

    Nanyang Technological University, Singapore

    3 publications · 80 citations

    3

    h-index

1–5 of 325

Institutions

131

  1. Northwestern University

    Evanston, United States

    9 h-index

    18 publications

    1.3K citations

  2. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    12 publications

    404 citations

  3. Columbia University

    New York, United States

    3 h-index

    5 publications

    136 citations

  4. Zhejiang University

    Hangzhou, China

    3 h-index

    13 publications

    692 citations

  5. University of Manitoba

    Winnipeg, Canada

    3 h-index

    13 publications

    653 citations

  6. University of Illinois Chicago

    Chicago, United States

    3 h-index

    10 publications

    256 citations

  7. The University of Melbourne

    Melbourne, Australia

    2 h-index

    4 publications

    170 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    4 publications

    58 citations

1–8 of 131

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 4 publications · 667 citations

    4

    h-index

  2. Journal of Visual Languages & Computing

    JVLC · 3 publications · 69 citations

    3

    h-index

  3. Perception & Psychophysics

    3 publications · 157 citations

    3

    h-index

  4. Bioinformatics

    2 publications · 111 citations

    2

    h-index

  5. Computers & Graphics

    2 publications · 123 citations

    2

    h-index

1–5