Concepedia

Importance Scoring

Importance Scoring is a methodological framework within the academic domain of Dormant Pruning that quantifies the relative significance of individual components in a model to prioritize pruning decisions based on their contribution to overall performance.

996

Publications

67K

Citations

3.2K

Authors

1.4K

Institutions

Publications per year

2017–2026

308

Parents

Publications

996

A random forest guided tour

Gérard Biau, Erwan Scornet · Test · 2016 · 3.9K citations · Full text

, , +12

Importance-Performance Analysis

John A. Martilla, John James · Journal of Marketing · 1977 · 3.5K citations

, , +13

Relative Importance for Linear Regression in<i>R</i>: The Package<b>relaimpo</b>

Ulrike Grömping · Journal of Statistical Software · 2006 · 2.2K citations · Full text

, , +14

Importance-Performance Analysis

John A. Martilla, John C. James · Journal of Marketing · 1977 · 1.7K citations

, , +13

Histopathology in fish: proposal for a protocol to assess aquatic pollution

Daniel Bernet, W Meier, Patricia Burkhardt‐Holm et al. · Journal of Fish Diseases · 1999 · 1.3K citations

, , +17

1–5 of 996

Authors

3.2K

  1. CH
    Chang‐ming Hsieh

    University of Illinois Chicago, United States

    8 publications · 240 citations

    8

    h-index

  2. SS
    Shubin Si

    Northwestern Polytechnical University, China

    5 publications · 217 citations

    5

    h-index

  3. AT
    Armando Teixeira‐Pinto

    The University of Sydney, Australia

    4 publications · 200 citations

    4

    h-index

  4. HD
    Hongyan Dui

    Zhengzhou University, China

    4 publications · 208 citations

    4

    h-index

  5. CW
    Chia‐Huei Wu

    London School of Economics and Political Science, United Kingdom

    4 publications · 236 citations

    4

    h-index

1–5 of 3.2K

Institutions

1.4K

  1. The University of Sydney

    Sydney, Australia

    14 h-index

    46 publications

    2.6K citations

  2. University of Toronto

    Toronto, Canada

    13 h-index

    41 publications

    2.1K citations

  3. Northwestern Polytechnical University

    Xi'an, China

    11 h-index

    30 publications

    1K citations

  4. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    10 h-index

    24 publications

    2.4K citations

  5. University of Illinois Chicago

    Chicago, United States

    10 h-index

    10 publications

    346 citations

  6. Yale University

    New Haven, United States

    8 h-index

    22 publications

    909 citations

  7. Stanford University

    Stanford, United States

    8 h-index

    14 publications

    2.5K citations

  8. Cornell University

    Ithaca, United States

    8 h-index

    15 publications

    1.6K citations

1–8 of 1.4K

Venues

  1. Reliability Engineering & System Safety

    28 publications · 1.6K citations

    22

    h-index

  2. arXiv (Cornell University)

    Repository · 18 publications · 1.2K citations

    14

    h-index

  3. Sustainability

    13 publications · 321 citations

    13

    h-index

  4. Expert Systems with Applications

    12 publications · 892 citations

    12

    h-index

  5. PubMed

    Repository · 10 publications · 547 citations

    10

    h-index

1–5