Concepedia

Polynomial Feature Selection

Polynomial Feature Selection is a feature selection method that identifies a subset of relevant polynomial combinations of original variables to improve model performance by reducing dimensionality while preserving nonlinear relationships in the data.

44

Publications

3.2K

Citations

146

Authors

67

Institutions

Publications per year

2017–2026

20

Parents

Publications

44

A comprehensive survey on feature selection in the various fields of machine learning

Pradip Dhal, Chandrashekhar Azad · Applied Intelligence · 2021 · 474 citations

, , +17

Feature selection techniques for machine learning: a survey of more than two decades of research

Dipti Theng, Kishor K. Bhoyar · Knowledge and Information Systems · 2023 · 439 citations

, , +13

A comprehensive survey on recent metaheuristics for feature selection

Tansel Dökeroğlu, Ayça Deniz, Hakan Ezgi Kızılöz · Neurocomputing · 2022 · 337 citations

, , +15

Consistent Feature Selection for Pattern Recognition in Polynomial Time

Roland Nilsson, José M. Peña, Johan Björkegren et al. · 2007 · 169 citations

, , +12

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

1–5 of 44

Authors

146

  1. JL
    Julio L. Peixoto

    University of Houston, United States

    2 publications · 156 citations

    2

    h-index

  2. NH
    Nick Haber

    Stanford University, United States

    1 publications · 40 citations

    1

    h-index

  3. AC
    Aaron Cohen

    Oregon Health & Science University, United States

    1 publications · 38 citations

    1

    h-index

  4. HE
    Hakan Ezgi Kızılöz

    University of Turkish Aeronautical Association, Türkiye

    1 publications · 337 citations

    1

    h-index

  5. YZ
    Yang Zhao

    Beijing Institute of Technology, China

    1 publications · 144 citations

    1

    h-index

1–5 of 146

Institutions

67

  1. University of Alberta

    Edmonton, Canada

    2 h-index

    4 publications

    88 citations

  2. Thapar Institute of Engineering & Technology

    Patiāla, India

    2 h-index

    3 publications

    59 citations

  3. Maharaja Ranjit Singh Punjab Technical University

    Bathinda, India

    1 h-index

    1 publications

    13 citations

  4. University of Turkish Aeronautical Association

    Ankara, Türkiye

    1 h-index

    1 publications

    337 citations

  5. University of Iceland

    Reykjavik, Iceland

    1 h-index

    3 publications

    63 citations

  6. Afe Babalola University

    Ado-Ekiti, Nigeria

    1 h-index

    1 publications

    48 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    1 publications

    40 citations

  8. Ladoke Akintola University of Technology

    Ogbomoso, Nigeria

    1 h-index

    1 publications

    27 citations

1–8 of 67

Venues

  1. The American Statistician

    2 publications · 156 citations

    2

    h-index

  2. Applied Intelligence

    2 publications · 547 citations

    2

    h-index

  3. Neurocomputing

    2 publications · 378 citations

    2

    h-index

  4. Knowledge and Information Systems

    2 publications · 459 citations

    2

    h-index

  5. 2

    h-index

1–5