Concepedia

Projection Pursuit

Projection Pursuit is a multivariate statistical technique that identifies low-dimensional projections of high-dimensional data by optimizing a criterion function to reveal structurally interesting patterns, such as non-Gaussian structures or clusters, that deviate from randomness or normality.

475

Publications

43.1K

Citations

1.1K

Authors

512

Institutions

Publications per year

2017–2026

115

Parents

Publications

475

Fast and robust fixed-point algorithms for independent component analysis

Aapo Hyvärinen · IEEE Transactions on Neural Networks · 1999 · 6.3K citations

, , +14

Projection Pursuit Regression

Jerome H. Friedman, Werner Stuetzle · Journal of the American Statistical Association · 1981 · 2.1K citations · Full text

, , +7

Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources

Te-Won Lee, Mark Girolami, Terrence J. Sejnowski · Neural Computation · 1999 · 2K citations

, , +16

A Projection Pursuit Algorithm for Exploratory Data Analysis

Jerome H. Friedman, John W. Tukey · IEEE Transactions on Computers · 1974 · 1.7K citations · Full text

, , +13

Regularization Theory and Neural Networks Architectures

Federico Girosi, Michael Jones, Tomaso Poggio · Neural Computation · 1995 · 1.4K citations

, , +15

1–5 of 475

Authors

1.1K

  1. DC
    Dianne Cook

    Iowa State University, United States

    13 publications · 1.1K citations

    12

    h-index

  2. XY
    Xiaojun Yao

    Lanzhou University, China

    8 publications · 204 citations

    9

    h-index

  3. AB
    Andreas Buja

    University of Pennsylvania, United States

    8 publications · 970 citations

    8

    h-index

  4. JH
    Jerome H. Friedman

    Stanford University, United States

    7 publications · 5.5K citations

    7

    h-index

  5. QF
    Qiang Fu

    Northeast Agricultural University, China

    7 publications · 259 citations

    7

    h-index

1–5 of 1.1K

Institutions

512

  1. Stanford University

    Stanford, United States

    14 h-index

    21 publications

    7.3K citations

  2. Lanzhou University

    Lanzhou, China

    11 h-index

    42 publications

    1.2K citations

  3. Iowa State University

    Ames, United States

    10 h-index

    15 publications

    1.5K citations

  4. University of the West of Scotland

    Paisley, United Kingdom

    8 h-index

    13 publications

    2.7K citations

  5. Hohai University

    Nanjing, China

    8 h-index

    18 publications

    634 citations

  6. Dalhousie University

    Halifax, Canada

    7 h-index

    10 publications

    257 citations

  7. Stanford Synchrotron Radiation Lightsource

    Menlo Park, United States

    7 h-index

    11 publications

    8.3K citations

  8. University of Washington

    Seattle, United States

    7 h-index

    22 publications

    2.3K citations

1–8 of 512

Venues

  1. The Annals of Statistics

    17 publications · 4.7K citations

    16

    h-index

  2. Journal of the American Statistical Association

    16 publications · 5.7K citations

    15

    h-index

  3. Journal of Computational and Graphical Statistics

    JCGS · 15 publications · 1.1K citations

    13

    h-index

  4. IEEE Transactions on Neural Networks

    12 publications · 7K citations

    11

    h-index

  5. 10

    h-index

1–5