Polynomial Expansion

Polynomial Expansion is a mathematical transformation method that generates new features by computing all possible combinations of polynomial terms up to a specified degree from an original set of variables, thereby enriching the feature space for modeling nonlinear relationships in machine learning and regression analysis.

949

Publications

46.3K

Citations

2.2K

Authors

933

Institutions

Publications per year

2017–2026

140

Parents

Polynomial Features

Publications

949

An accurate and efficient scheme for propagating the time dependent Schrödinger equation

Hillel Tal‐Ezer, Ronnie Kosloff · The Journal of Chemical Physics · 1984 · 1.5K citations

Natural Sciences, Physics, Computational Physics +14

Local Polynomial Modeling and Its Applications

Hans‐Georg Müller, Jun Fan, Irène Gijbels · Journal of the American Statistical Association · 1998 · 1K citations

Natural Sciences, Computer Science, Mathematics +7

Distribution of the Ratio of Consecutive Level Spacings in Random Matrix Ensembles

Y. Y. Atas, E. Bogomolny, Olivier Giraud et al. · Physical Review Letters · 2013 · 1K citations · Full text

Natural Sciences, Mathematics, Physics +14

Response‐Surface Approach for Reliability Analysis

Lucia Faravelli · Journal of Engineering Mechanics · 1989 · 626 citations

Engineering, Computational Engineering, Mechanical Engineering +17

Polynomial texture maps

Tom Malzbender, Dan Gelb, Hans J. Wolters · 2001 · 623 citations

Architecture, Archaeology, Digital Rendering +16

1–5 of 949

Authors

2.2K

MD
Mérouane Debbah
Supélec, France
9 publications · 593 citations
9
h-index
EB
Emil Björnson
Linköping University, Sweden
7 publications · 557 citations
7
h-index
DJ
Donald J. Kouri
University of Houston, United States
6 publications · 307 citations
6
h-index
AK
Abla Kammoun
King Abdullah University of Science and Technology, Saudi Arabia
6 publications · 378 citations
6
h-index
BT
Bo Tian
Beijing University of Posts and Telecommunications, China
6 publications · 201 citations
6
h-index

1–5 of 2.2K

Institutions

933

1–8 of 933

Venues

The Journal of Chemical Physics
39 publications · 4.7K citations
27
h-index
arXiv (Cornell University)
Repository · 12 publications · 278 citations
11
h-index
Mathematics of Computation
MCOM · 10 publications · 426 citations
10
h-index
Nuclear Science and Engineering
9 publications · 291 citations
9
h-index
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
9 publications · 166 citations
9
h-index

1–5