Concepedia

Light Pruning

Light Pruning is a pruning strategy in machine learning that removes a relatively small proportion of model parameters or connections, typically preserving the majority of the original network structure while aiming to maintain model performance with minor reductions in complexity.

7

Publications

148

Citations

22

Authors

8

Institutions

Publications per year

2017–2026

1

Parents

Publications

7

A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease

Kun Xiang, Linlin Peng, Haiqiong Yang et al. · Applied Soft Computing · 2021 · 31 citations

, , +12

The Influence of Summer Pruning and Cropping on Growth and Fruiting of Apple

B.H. Taylor, David C. Ferree · Journal of the American Society for Horticultural Science · 1984 · 26 citations

, , +16

Improved quality and quantity of winter flowering in rose (Rosa spp.) by controlling the timing and type of pruning applied in autumn.

Anber M. A. Hassanein · 2010 · 24 citations

, , +17

Effects of Pruning Method on the Incidence of Mummy Berry and Other Lowbush Blueberry Diseases

D. H. Lambert · Plant Disease · 1990 · 24 citations

, , +17

Managing diameter growth and natural pruning of Parana pine, <i>Araucaria angustifolia</i> (Bert.) O Ktze., to produce high value timber

Leif Nutto, Peter Spathelf, Robert S. Rogers · Annals of Forest Science · 2005 · 17 citations · Full text

, , +17

1–5 of 7

Authors

22

  1. CO
    Carmen Olmo

    Universitat de València, Spain

    1 publications · 10 citations

    1

    h-index

  2. RS
    Robert S. Rogers

    University of Missouri, United States

    1 publications · 17 citations

    1

    h-index

  3. DH
    D. H. Lambert

    University of Maine, United States

    1 publications · 24 citations

    1

    h-index

  4. PS
    Peter Spathelf

    Eberswalde University for Sustainable Development, Germany

    1 publications · 17 citations

    1

    h-index

  5. AM
    Anber M. A. Hassanein

    Sohag University, Egypt

    1 publications · 24 citations

    1

    h-index

1–5 of 22

Institutions

8

  1. University of Wisconsin–Stevens Point

    Stevens Point, United States

    1 h-index

    1 publications

    17 citations

  2. The Ohio State University

    Columbus, United States

    1 h-index

    2 publications

    52 citations

  3. Sun Yat-sen University

    Guangzhou, China

    1 h-index

    2 publications

    62 citations

  4. Servicio Regional de Investigación y Desarrollo Agroalimentario

    Villaviciosa, Spain

    1 h-index

    1 publications

    10 citations

  5. Universitat de València

    Valencia, Spain

    1 h-index

    3 publications

    30 citations

  6. Dalian Dermatosis Hospital

    Dalian, China

    1 h-index

    5 publications

    155 citations

  7. Centro Tecnológico de Automoción de Galicia

    Porriño, Spain

    1 h-index

    1 publications

    17 citations

  8. Key Laboratory of Guangdong Province

    Guangzhou, China

    1 h-index

    1 publications

    31 citations

1–8 of 8

Venues

  1. Annals of Forest Science

    1 publications · 17 citations

    1

    h-index

  2. Applied Soft Computing

    1 publications · 31 citations

    1

    h-index

  3. 1

    h-index

  4. OENO One

    1 publications · 10 citations

    1

    h-index

  5. Plant Disease

    1 publications · 24 citations

    1

    h-index

1–5