Concepedia

Polynomial Features

Polynomial Features is a feature engineering technique that generates new predictive variables by computing all possible combinations of original features raised to a specified degree, thereby capturing nonlinear relationships through polynomial expansion within a supervised learning framework.

45

Publications

10.5K

Citations

155

Authors

83

Institutions

Publications per year

2017–2026

15

Parents

Children

Publications

45

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

, , +14

Similarity learning on an explicit polynomial kernel feature map for person re-identification

Dapeng Chen, Zejian Yuan, Gang Hua et al. · 2015 · 206 citations

, , +15

Orthogonal moment features for use with parametric and non-parametric classifiers

Robert R. Bailey, M Srinath · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1996 · 186 citations

, , +17

A Data-Driven Method for Battery Charging Capacity Abnormality Diagnosis in Electric Vehicle Applications

Zhenpo Wang, Chunbao Song, Lei Zhang et al. · IEEE Transactions on Transportation Electrification · 2021 · 144 citations

, , +17

Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features

Md Nasir, Arindam Jati, Prashanth Gurunath Shivakumar et al. · 2016 · 136 citations

, , +16

1–5 of 45

Authors

155

  1. ZY
    Zejian Yuan

    Xi'an Jiaotong University, China

    2 publications · 226 citations

    2

    h-index

  2. AS
    Alessandro S. Martins

    Universidade Estadual Paulista (Unesp), Brazil

    2 publications · 106 citations

    2

    h-index

  3. JC
    Juan Carlos Gómez

    National University of Rosario, Argentina

    2 publications · 68 citations

    2

    h-index

  4. EL
    Edna Lúcia Flôres

    Universidade Federal de Uberlândia, Brazil

    2 publications · 106 citations

    2

    h-index

  5. KA
    Khaled Assaleh

    American University of Sharjah, United Arab Emirates

    2 publications · 54 citations

    2

    h-index

1–5 of 155

Institutions

83

  1. Xi'an Jiaotong University

    Xi'an, China

    3 h-index

    9 publications

    858 citations

  2. National University of Rosario

    Rosario, Argentina

    2 h-index

    4 publications

    136 citations

  3. Universidade Estadual Paulista (Unesp)

    São Paulo, Brazil

    2 h-index

    2 publications

    106 citations

  4. Consejo Nacional de Investigaciones Científicas y Técnicas

    Buenos Aires, Argentina

    2 h-index

    4 publications

    136 citations

  5. Imperial College London

    London, United Kingdom

    2 h-index

    4 publications

    206 citations

  6. American University of Sharjah

    Sharjah, United Arab Emirates

    2 h-index

    5 publications

    121 citations

  7. Centro Internacional Franco-Argentino de Ciencias de la Información y de Sistemas

    Rosario, Argentina

    2 h-index

    4 publications

    136 citations

  8. Universidade Federal de Uberlândia

    Uberlândia, Brazil

    2 h-index

    7 publications

    395 citations

1–8 of 83

Venues

  1. Expert Systems with Applications

    3 publications · 182 citations

    3

    h-index

  2. 2

    h-index

  3. Pattern Recognition

    2 publications · 100 citations

    2

    h-index

  4. Biomedical Signal Processing and Control

    1 publications · 12 citations

    1

    h-index

  5. 1

    h-index

1–5