Concepedia

Dimensionality Reduction Interaction

Dimensionality Reduction Interaction is an academic concept referring to a user-driven process within interactive data exploration that enables the manipulation and real-time feedback of dimensionality reduction techniques to facilitate the iterative discovery of meaningful low-dimensional representations of high-dimensional data.

18

Publications

618

Citations

116

Authors

38

Institutions

Publications per year

2017–2026

9

Parents

Publications

18

Probing Projections: Interaction Techniques for Interpreting Arrangements and Errors of Dimensionality Reductions

Julian Stahnke, Marian Dörk, Boris Müller et al. · IEEE Transactions on Visualization and Computer Graphics · 2015 · 120 citations

, , +16

Lower-Order Effects Adjustment in Quantitative Traits Model-Based Multifactor Dimensionality Reduction

Jestinah Mahachie John, Tom Cattaert, François Van Lishout et al. · PLoS ONE · 2012 · 48 citations · Full text

, , +16

Patterns of interaction between genetic and nongenetic attributes and methotrexate efficacy in rheumatoid arthritis

Thierry Dervieux, Judith A.M. Wessels, Joel M. Kremer et al. · Pharmacogenetics and Genomics · 2011 · 45 citations

, , +17

RHDSI: A novel dimensionality reduction based algorithm on high dimensional feature selection with interactions

Rahi Jain, Wei Xu · Information Sciences · 2021 · 42 citations · Full text

, , +15

Hidden Risk Genes with High-Order Intragenic Epistasis in Alzheimer's Disease

Jiya Sun, Fuhai Song, Jiajia Wang et al. · Journal of Alzheimer s Disease · 2014 · 41 citations

, , +15

1–5 of 18

Authors

116

  1. ÇD
    Çağatay Demiralp

    Brown University, United States

    2 publications · 70 citations

    2

    h-index

  2. MC
    Marco Cavallo

    University of Turin, Italy

    2 publications · 70 citations

    2

    h-index

  3. JW
    John Wenskovitch

    Virginia Tech, United States

    2 publications · 50 citations

    2

    h-index

  4. CN
    Chris North

    Virginia Tech, United States

    2 publications · 50 citations

    2

    h-index

  5. MD
    Michelle Dowling

    Virginia Tech, United States

    2 publications · 50 citations

    2

    h-index

1–5 of 116

Institutions

38

  1. IBM (United States)

    Armonk, United States

    2 h-index

    4 publications

    140 citations

  2. Anhui Medical University

    Hefei, China

    2 h-index

    9 publications

    117 citations

  3. Virginia Tech

    Blacksburg, United States

    2 h-index

    10 publications

    294 citations

  4. Beijing Tongren Hospital

    Beijing, China

    1 h-index

    8 publications

    272 citations

  5. Albany Medical Center Hospital

    Albany, United States

    1 h-index

    1 publications

    45 citations

  6. Rochester Institute of Technology

    Rochester, United States

    1 h-index

    2 publications

    58 citations

  7. University of Louisville

    Louisville, United States

    1 h-index

    6 publications

    180 citations

  8. Shihezi University

    Shihezi, China

    1 h-index

    17 publications

    289 citations

1–8 of 38

Venues

  1. PLoS ONE

    2 publications · 65 citations

    2

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 120 citations

    1

    h-index

  3. Information Sciences

    1 publications · 42 citations

    1

    h-index

  4. ACM Transactions on Interactive Intelligent Systems

    TIIS · 1 publications · 36 citations

    1

    h-index

  5. IEEE Transactions on Image Processing

    1 publications · 29 citations

    1

    h-index

1–5