Concepedia

Algorithmic Pruning

Algorithmic Pruning is a backtracking optimization strategy that systematically eliminates infeasible or suboptimal branches from the search space by applying constraint-based or heuristic criteria to avoid redundant exploration.

116

Publications

5.9K

Citations

286

Authors

143

Institutions

Publications per year

2017–2026

29

Parents

Publications

116

A Generalized Growing and Pruning RBF (GGAP-RBF) Neural Network for Function Approximation

Guang-Bin Huang, P. Saratchandran, N. Sundararajan · IEEE Transactions on Neural Networks · 2005 · 712 citations

, , +9

A comparative analysis of methods for pruning decision trees

Floriana Esposito, Donato Malerba, Giovanni Semeraro et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 550 citations

, , +12

How many hidden layers and nodes?

Demetris Stathakis · International Journal of Remote Sensing · 2009 · 441 citations

, , +15

How to study runs of homozygosity using PLINK? A guide for analyzing medium density SNP data in livestock and pet species

Roel Meyermans, Wim Gorssen, Nadine Buys et al. · BMC Genomics · 2020 · 383 citations · Full text

, , +14

FFT pruning

J. Markel · IEEE Transactions on Audio and Electroacoustics · 1971 · 273 citations

, , +16

1–5 of 116

Authors

286

  1. QD
    Qun Dai

    Nanjing University of Aeronautics and Astronautics, China

    5 publications · 103 citations

    5

    h-index

  2. NS
    Nathan Sturtevant

    University of Alberta, Canada

    3 publications · 97 citations

    3

    h-index

  3. NB
    Neil Burch

    University of Alberta, Canada

    2 publications · 24 citations

    2

    h-index

  4. MT
    Matthijs T. J. Spaan

    Delft University of Technology, Netherlands

    2 publications · 61 citations

    2

    h-index

  5. MW
    Martin Wehrle

    University of Basel, Switzerland

    2 publications · 36 citations

    2

    h-index

1–5 of 286

Institutions

143

  1. Ben-Gurion University of the Negev

    Beersheba, Israel

    5 h-index

    11 publications

    167 citations

  2. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    5 h-index

    8 publications

    157 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    7 publications

    169 citations

  4. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    3 publications

    116 citations

  5. Beijing University of Posts and Telecommunications

    Beijing, China

    2 h-index

    6 publications

    130 citations

  6. Northern University of Malaysia

    Jitra, Malaysia

    2 h-index

    2 publications

    22 citations

  7. University of Alberta

    Edmonton, Canada

    2 h-index

    4 publications

    48 citations

  8. University of Basel

    Basel, Switzerland

    2 h-index

    4 publications

    72 citations

1–8 of 143

Venues

  1. Neurocomputing

    5 publications · 196 citations

    5

    h-index

  2. Applied Intelligence

    4 publications · 71 citations

    4

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 149 citations

    3

    h-index

  4. Artificial Intelligence

    3 publications · 198 citations

    3

    h-index

  5. Applied Soft Computing

    3 publications · 89 citations

    3

    h-index

1–5