Concepedia

Interactive Dimensionality Reduction

Interactive Dimensionality Reduction is a dimensionality reduction method that enables users to dynamically guide and refine the projection process through real-time visual feedback and iterative input, distinguishing itself from automated techniques by integrating human judgment into the exploration of high-dimensional data.

58

Publications

13.9K

Citations

205

Authors

86

Institutions

Publications per year

2017–2026

24

Parents

Publications

58

GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses

Zefang Tang, Chenwei Li, Chenwei Li et al. · Nucleic Acids Research · 2017 · 10.6K citations · Full text

, , +14

Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types

Vincent van Unen, Thomas Höllt, Nicola Pezzotti et al. · Nature Communications · 2017 · 253 citations · Full text

, , +13

Semantic interaction for visual text analytics

Alex Endert, Patrick Fiaux, Chris North · 2012 · 247 citations

, , +17

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

Dominik Sacha, Leishi Zhang, Michael Sedlmair et al. · IEEE Transactions on Visualization and Computer Graphics · 2016 · 238 citations

, , +15

Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional datasets

Wei Peng, Matthew O. Ward, Elke A. Rundensteiner · 2003 · 171 citations

, , +17

1–5 of 58

Authors

205

  1. CN
    Chris North

    Virginia Tech, United States

    4 publications · 332 citations

    4

    h-index

  2. HP
    Haesun Park

    Georgia Institute of Technology, United States

    3 publications · 183 citations

    3

    h-index

  3. AT
    Alexandru Telea

    University of Groningen, Netherlands

    3 publications · 119 citations

    3

    h-index

  4. JW
    John Wenskovitch

    Virginia Tech, United States

    3 publications · 85 citations

    3

    h-index

  5. JC
    Jaegul Choo

    Korea Advanced Institute of Science and Technology, South Korea

    3 publications · 183 citations

    3

    h-index

1–5 of 205

Institutions

86

  1. Virginia Tech

    Blacksburg, United States

    4 h-index

    14 publications

    1.1K citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    8 publications

    402 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    11 publications

    728 citations

  4. University of Konstanz

    Konstanz, Germany

    3 h-index

    10 publications

    977 citations

  5. IBM (United States)

    Armonk, United States

    3 h-index

    5 publications

    187 citations

  6. Worcester Polytechnic Institute

    Worcester, United States

    3 h-index

    10 publications

    1.2K citations

  7. Linköping University

    Linköping, Sweden

    3 h-index

    6 publications

    332 citations

  8. Middlesex University

    London, United Kingdom

    2 h-index

    2 publications

    255 citations

1–8 of 86

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 11 publications · 898 citations

    10

    h-index

  2. Nucleic Acids Research

    3 publications · 10.8K citations

    3

    h-index

  3. Computer Graphics Forum

    3 publications · 100 citations

    3

    h-index

  4. Knowledge-Based Systems

    2 publications · 40 citations

    2

    h-index

  5. Information Visualization

    2 publications · 76 citations

    2

    h-index

1–5