Concepedia

Feature Ranking

Feature Ranking is a feature selection technique that belongs to the class of methods ordering features by their predictive relevance, distinguished by its reliance on a scoring mechanism to rank individual features without considering feature subsets.

1K

Publications

99.3K

Citations

3K

Authors

1.1K

Institutions

Publications per year

2017–2026

524

Parents

Publications

1K

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

, , +16

Feature Selection with the<b>Boruta</b>Package

Miron B. Kursa, Witold R. Rudnicki · Journal of Statistical Software · 2010 · 5.2K citations · Full text

, , +13

A survey on feature selection methods

Girish Chandrashekar, Ferat Sahin · Computers & Electrical Engineering · 2013 · 5.1K citations

, , +12

A Comparative Study on Feature Selection in Text Categorization

Yiming Yang, Jan Pedersen · 1997 · 4.8K citations

, , +15

Floating search methods in feature selection

Pavel Pudil, Jana Novovičová, Josef Kittler · Pattern Recognition Letters · 1994 · 3.1K citations

, , +10

1–5 of 1K

Authors

3K

  1. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    24 publications · 1.1K citations

    16

    h-index

  2. RW
    Randall Wald

    Florida Atlantic University, United States

    11 publications · 337 citations

    11

    h-index

  3. AN
    Amri Napolitano

    Florida Atlantic University, United States

    11 publications · 449 citations

    11

    h-index

  4. HW
    Huanjing Wang

    Western Kentucky University, United States

    9 publications · 572 citations

    10

    h-index

  5. KG
    Kehan Gao

    Florida Atlantic University, United States

    8 publications · 550 citations

    8

    h-index

1–5 of 3K

Institutions

1.1K

  1. Florida Atlantic University

    Boca Raton, United States

    16 h-index

    59 publications

    2.2K citations

  2. Jilin University

    Changchun, China

    11 h-index

    37 publications

    2.9K citations

  3. Tsinghua University

    Beijing, China

    11 h-index

    26 publications

    2.4K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    19 publications

    4.2K citations

  5. City University of Hong Kong

    Hong Kong, Hong Kong

    10 h-index

    19 publications

    1K citations

  6. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    19 publications

    1.1K citations

  7. Harbin Institute of Technology

    Harbin, China

    9 h-index

    33 publications

    1.9K citations

  8. National University of Singapore

    Singapore, Singapore

    9 h-index

    22 publications

    1.6K citations

1–8 of 1.1K

Venues

  1. Expert Systems with Applications

    43 publications · 4.1K citations

    36

    h-index

  2. Knowledge-Based Systems

    24 publications · 1.8K citations

    19

    h-index

  3. IEEE Access

    26 publications · 984 citations

    17

    h-index

  4. Pattern Recognition Letters

    18 publications · 5.4K citations

    16

    h-index

  5. Pattern Recognition

    17 publications · 2.2K citations

    15

    h-index

1–5