Concepedia

Basis Function Expansion

Basis Function Expansion is a mathematical technique in regression analysis that extends a set of input features by transforming them into a higher-dimensional space through the application of predefined basis functions, such as polynomial terms, to capture nonlinear relationships while maintaining linearity in model parameters.

405

Publications

46.4K

Citations

1K

Authors

449

Institutions

Publications per year

2017–2026

70

Parents

Publications

405

Self-Consistent Molecular-Orbital Methods. IX. An Extended Gaussian-Type Basis for Molecular-Orbital Studies of Organic Molecules

R. Ditchfield, Warren J. Hehre, John A. Pople · The Journal of Chemical Physics · 1971 · 10.5K citations

, , +15

Multivariate Adaptive Regression Splines

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

, , +16

Fuzzy basis functions, universal approximation, and orthogonal least-squares learning

L.-X. Wang, Jerry M. Mendel · IEEE Transactions on Neural Networks · 1992 · 2.8K citations

, , +14

Fuzzy logic systems for engineering: a tutorial

Jerry M. Mendel · Proceedings of the IEEE · 1995 · 2.1K citations

, , +15

A Reassessment of the Groundwater Inverse Problem

Dennis McLaughlin, Lloyd R. Townley · Water Resources Research · 1996 · 566 citations

, , +14

1–5 of 405

Authors

1K

  1. GL
    Geert Leus

    Delft University of Technology, Netherlands

    10 publications · 997 citations

    10

    h-index

  2. GB
    Georgios B. Giannakis

    University of Minnesota, United States

    6 publications · 299 citations

    6

    h-index

  3. IB
    Imad Barhumi

    KU Leuven, Belgium

    4 publications · 177 citations

    4

    h-index

  4. MM
    Marc Moonen

    KU Leuven, Belgium

    4 publications · 177 citations

    4

    h-index

  5. MD
    Martin D. Weinberg

    University of Massachusetts Amherst, United States

    3 publications · 71 citations

    3

    h-index

1–5 of 1K

Institutions

449

  1. University of Minnesota

    Minneapolis, United States

    9 h-index

    18 publications

    1.3K citations

  2. Delft University of Technology

    Delft, The Netherlands

    8 h-index

    13 publications

    1.4K citations

  3. Duke University

    Durham, United States

    7 h-index

    16 publications

    1.3K citations

  4. University of California, Berkeley

    Berkeley, United States

    7 h-index

    17 publications

    3.6K citations

  5. Iowa State University

    Ames, United States

    7 h-index

    20 publications

    2.4K citations

  6. Lawrence Livermore National Laboratory

    Livermore, United States

    7 h-index

    18 publications

    388 citations

  7. KU Leuven

    Leuven, Belgium

    6 h-index

    12 publications

    803 citations

  8. University of Michigan

    Ann Arbor, United States

    6 h-index

    12 publications

    578 citations

1–8 of 449

Venues

  1. The Journal of Chemical Physics

    34 publications · 14.1K citations

    25

    h-index

  2. IEEE Transactions on Signal Processing

    9 publications · 762 citations

    9

    h-index

  3. IEEE Transactions on Antennas and Propagation

    9 publications · 523 citations

    9

    h-index

  4. arXiv (Cornell University)

    Repository · 7 publications · 148 citations

    7

    h-index

  5. Physical Review A

    PRA · 7 publications · 353 citations

    7

    h-index

1–5