Concepedia

Hidden Variable Selection

Hidden Variable Selection is a methodological framework in statistical modeling and machine learning that identifies latent or unobserved variables influencing observed data, distinguishing itself by systematically selecting such hidden factors to improve model interpretability and predictive accuracy.

7

Publications

547

Citations

19

Authors

14

Institutions

Publications per year

2017–2026

2

Parents

Publications

7

Variable Selection in Data Mining

Dean P. Foster, Robert A. Stine · Journal of the American Statistical Association · 2004 · 154 citations

, , +17

Constructive hidden nodes selection of extreme learning machine for regression

Yuan Lan, Yeng Chai Soh, Guang-Bin Huang · Neurocomputing · 2010 · 141 citations

, , +7

Automated discovery of fundamental variables hidden in experimental data

Boyuan Chen, Kuang Huang, Sunand Raghupathi et al. · Nature Computational Science · 2022 · 115 citations

, , +8

Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures

David K. Hammond, Eero P. Simoncelli · IEEE Transactions on Image Processing · 2008 · 51 citations

, , +16

Neural network design for short-term load forecasting

W. Charytoniuk, M.S. Chen · 2002 · 43 citations

, , +15

1–5 of 7

Authors

19

  1. BL
    Bo Li

    Chinese Academy of Sciences, China

    1 publications · 14 citations

    1

    h-index

  2. SR
    Sunand Raghupathi

    Columbia University, United States

    1 publications · 115 citations

    1

    h-index

  3. HL
    Hod Lipson

    Cornell University, United States

    1 publications · 115 citations

    1

    h-index

  4. CC
    Cheng Chen

    University of Science and Technology Beijing, China

    1 publications · 14 citations

    1

    h-index

  5. EP
    Eero P. Simoncelli

    New York University, United States

    1 publications · 51 citations

    1

    h-index

1–5 of 19

Institutions

14

  1. Howard Hughes Medical Institute

    Chevy Chase, United States

    1 h-index

    1 publications

    51 citations

  2. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    3 publications

    423 citations

  3. Columbia University

    New York, United States

    1 h-index

    6 publications

    690 citations

  4. Courant Institute of Mathematical Sciences

    New York, United States

    1 h-index

    1 publications

    51 citations

  5. Philadelphia University

    Philadelphia, United States

    1 h-index

    2 publications

    308 citations

  6. State Grid Corporation of China (China)

    Beijing, China

    1 h-index

    1 publications

    14 citations

  7. Dalian University of Technology

    Dalian, China

    1 h-index

    2 publications

    58 citations

  8. Nanjing Agricultural University

    Nanjing, China

    1 h-index

    1 publications

    14 citations

1–8 of 14

Venues

  1. Neurocomputing

    2 publications · 170 citations

    2

    h-index

  2. Neural Processing Letters

    1 publications · 14 citations

    1

    h-index

  3. Nature Computational Science

    1 publications · 115 citations

    1

    h-index

  4. 1

    h-index

  5. IEEE Transactions on Image Processing

    1 publications · 51 citations

    1

    h-index

1–5