Concepedia

Multivariate Splines

Multivariate Splines is a mathematical construct in approximation theory that generalizes univariate spline functions to multiple variables by defining piecewise polynomial functions over partitioned domains in higher-dimensional spaces, distinguished by their ability to maintain smoothness across boundaries in multivariate settings.

722

Publications

45K

Citations

1.5K

Authors

756

Institutions

Publications per year

2017–2026

208

Parents

Publications

722

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

, , +16

An introduction to multivariate adaptive regression splines

Jerome H. Friedman, Charles B. Roosen · Statistical Methods in Medical Research · 1995 · 583 citations

, , +12

State-of-the-art review of soft computing applications in underground excavations

Wengang Zhang, Runhong Zhang, Chongzhi Wu et al. · Geoscience Frontiers · 2019 · 478 citations · Full text

, , +15

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

Wengang Zhang, Anthony T.C. Goh · Geoscience Frontiers · 2014 · 474 citations · Full text

, , +15

Assessing the response of area burned to changing climate in western boreal North America using a Multivariate Adaptive Regression Splines (MARS) approach

M. S. Balshi, A. D. McGuire, Paul Duffy et al. · Global Change Biology · 2008 · 417 citations

, , +16

1–5 of 722

Authors

1.5K

  1. LL
    Larry L. Schumaker

    Vanderbilt University, United States

    20 publications · 961 citations

    16

    h-index

  2. WZ
    Wengang Zhang

    Chongqing University, China

    14 publications · 2.5K citations

    14

    h-index

  3. AT
    Anthony T.C. Goh

    Nanyang Technological University, Singapore

    12 publications · 2.1K citations

    12

    h-index

  4. WD
    Wolfgang Dahmen

    RWTH Aachen University, Germany

    12 publications · 958 citations

    11

    h-index

  5. CA
    Charles A. Micchelli

    IBM Research - Thomas J. Watson Research Center, United States

    12 publications · 920 citations

    11

    h-index

1–5 of 1.5K

Institutions

756

  1. Texas A&M University

    College Station, United States

    19 h-index

    41 publications

    1.9K citations

  2. Universidad de Oviedo

    Oviedo, Spain

    16 h-index

    54 publications

    2.4K citations

  3. University of Wisconsin–Madison

    Madison, United States

    15 h-index

    26 publications

    2.4K citations

  4. Vanderbilt University

    Nashville, United States

    13 h-index

    14 publications

    779 citations

  5. Middle East Technical University

    Ankara, Türkiye

    12 h-index

    35 publications

    1.8K citations

  6. Delft University of Technology

    Delft, The Netherlands

    12 h-index

    36 publications

    1.1K citations

  7. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    23 publications

    3.9K citations

  8. University of Utah

    Salt Lake City, United States

    11 h-index

    17 publications

    806 citations

1–8 of 756

Venues

  1. Journal of Approximation Theory

    38 publications · 1.3K citations

    18

    h-index

  2. Computer Aided Geometric Design

    15 publications · 450 citations

    15

    h-index

  3. Journal of Computational and Applied Mathematics

    18 publications · 435 citations

    14

    h-index

  4. SIAM Journal on Numerical Analysis

    15 publications · 997 citations

    14

    h-index

  5. The Annals of Statistics

    13 publications · 9.7K citations

    13

    h-index

1–5