Concepedia

Multi-boosting

Multi-Boosting is an ensemble learning method that extends boosting by combining multiple base learners through multi-dimensional optimization to enhance generalization performance while maintaining robustness against overfitting.

12

Publications

1K

Citations

45

Authors

39

Institutions

Publications per year

2017–2026

6

Parents

Publications

12

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho · Applied Soft Computing · 2019 · 520 citations

, , +12

Multiaccuracy

Michael P. Kim, Amirata Ghorbani, James Zou · 2019 · 186 citations · Full text

, , +17

Targeting customers for profit: An ensemble learning framework to support marketing decision-making

Stefan Lessmann, Johannes Haupt, Kristof Coussement et al. · Information Sciences · 2019 · 75 citations · Full text

, , +14

Development of a novel hybrid multi-boosting neural network model for spatial prediction of urban flood

Hamid Darabi, Omid Rahmati, Seyed Amir Naghibi et al. · Geocarto International · 2021 · 58 citations · Full text

, , +17

miReader: Discovering Novel miRNAs in Species without Sequenced Genome

Ashwani Jha, Ravi Shankar · PLoS ONE · 2013 · 44 citations · Full text

, , +14

1–5 of 12

Authors

45

  1. MZ
    Mohammad Zoynul Abedin

    Swansea University, United Kingdom

    1 publications · 26 citations

    1

    h-index

  2. KW
    Koen W. De Bock

    Institut d'Economie Scientifique Et de Gestion, France

    1 publications · 75 citations

    1

    h-index

  3. YC
    Yinghao Chen

    Central South University, China

    1 publications · 26 citations

    1

    h-index

  4. SV
    Sara V. Good

    University of Winnipeg, Canada

    1 publications · 37 citations

    1

    h-index

  5. FM
    Farnoush Mohammadi

    University of Tehran, Iran

    1 publications · 58 citations

    1

    h-index

1–5 of 45

Institutions

39

  1. Nanjing University of Posts and Telecommunications

    Nanjing, China

    1 h-index

    2 publications

    52 citations

  2. Central South University

    Changsha, China

    1 h-index

    1 publications

    26 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    1 publications

    75 citations

  4. Data61

    Sydney, Australia

    1 h-index

    1 publications

    22 citations

  5. Universidade Tecnológica Federal do Paraná

    Curitiba, Brazil

    1 h-index

    1 publications

    520 citations

  6. Stanford University

    Stanford, United States

    1 h-index

    3 publications

    558 citations

  7. University of Tehran

    Tehran, Iran

    1 h-index

    1 publications

    58 citations

  8. Pontifícia Universidade Católica do Paraná

    Curitiba, Brazil

    1 h-index

    2 publications

    1K citations

1–8 of 39

Venues

  1. Information Sciences

    1 publications · 75 citations

    1

    h-index

  2. Applied Soft Computing

    1 publications · 520 citations

    1

    h-index

  3. PLoS ONE

    1 publications · 44 citations

    1

    h-index

  4. Geocarto International

    1 publications · 58 citations

    1

    h-index

  5. Pattern Recognition Letters

    1 publications · 22 citations

    1

    h-index

1–5