Concepedia

Feature Binning

Feature Binning is a domain-specific feature engineering technique that discretizes continuous or categorical input variables into discrete intervals or bins to enhance model interpretability and performance by capturing non-linear relationships.

17

Publications

32.2K

Citations

63

Authors

39

Institutions

Publications per year

2017–2026

5

Parents

Publications

17

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.9K citations · Full text

, , +16

A two-phase binning algorithm using l-mer frequency on groups of non-overlapping reads

Le Van Vinh, Lê Thanh Bình, Trần Văn Hoài · Algorithms for Molecular Biology · 2015 · 47 citations · Full text

, , +14

On spectral evolution and temporal binning in gamma-ray bursts

J. Michael Burgess · Monthly Notices of the Royal Astronomical Society · 2014 · 42 citations · Full text

, , +15

The retrospective binning method improves the consistency of phase binning in respiratory-gated PET/CT

David Didierlaurent, Sophie Ribes, Hadj Batatia et al. · Physics in Medicine and Biology · 2012 · 26 citations

, , +14

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems

Thaer Thaher, Majdi Mafarja, Hamza Turabieh et al. · IEEE Access · 2021 · 25 citations · Full text

, , +14

1–5 of 17

Authors

63

  1. JR
    John R. Wallace

    Millersville University, United States

    2 publications · 25 citations

    2

    h-index

  2. YW
    Yunhe Wang

    The University of Sydney, Australia

    2 publications · 42 citations

    2

    h-index

  3. CX
    Chang Xu

    The University of Sydney, Australia

    2 publications · 42 citations

    2

    h-index

  4. YX
    Yixing Xu

    Texas A&M University, United States

    2 publications · 42 citations

    2

    h-index

  5. EW
    Enhua Wu

    University of Macau, Macao SAR China

    2 publications · 42 citations

    2

    h-index

1–5 of 63

Institutions

39

  1. Pennsylvania State University

    State College, United States

    2 h-index

    3 publications

    38 citations

  2. Arab American University

    Jenin, Palestinian Territory

    1 h-index

    1 publications

    25 citations

  3. Lac Hong University

    Biên Hòa, Vietnam

    1 h-index

    1 publications

    47 citations

  4. Taif University

    Ta'if, Saudi Arabia

    1 h-index

    1 publications

    25 citations

  5. Fraunhofer Chalmers Research Centre for Industrial Mathematics

    Gothenburg, Sweden

    1 h-index

    1 publications

    42 citations

  6. Geisinger Neuroscience Institute

    Danville, United States

    1 h-index

    4 publications

    48 citations

  7. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    19 citations

  8. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    1 h-index

    2 publications

    63.8K citations

1–8 of 39

Venues

  1. BioData Mining

    1 publications · 13 citations

    1

    h-index

  2. Bioinformatics

    1 publications · 12 citations

    1

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 19 citations

    1

    h-index

  4. IEEE Access

    1 publications · 25 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 19 citations

    1

    h-index

1–5