Concepedia

Homogeneous Ensemble Learning

Homogeneous Ensemble Learning is an ensemble learning approach in which multiple instances of the same type of base learner are combined to improve predictive performance, differing from heterogeneous ensembles by employing a uniform class of models across the ensemble.

33

Publications

2K

Citations

126

Authors

59

Institutions

Publications per year

2017–2026

24

Parents

Publications

33

Ensemble feature selection: Homogeneous and heterogeneous approaches

Borja Seijo-Pardo, Iago Porto-Díaz, Verónica Bolón‐Canedo et al. · Knowledge-Based Systems · 2016 · 299 citations

, , +13

An improved ensemble learning approach for the prediction of heart disease risk

Ibomoiye Domor Mienye, Yanxia Sun, Zenghui Wang · Informatics in Medicine Unlocked · 2020 · 284 citations · Full text

, , +17

Ensemble learning framework for landslide susceptibility mapping: Different basic classifier and ensemble strategy

Taorui Zeng, Liyang Wu, Dario Peduto et al. · Geoscience Frontiers · 2023 · 154 citations · Full text

, , +17

Machine learning and image analysis for morphological galaxy classification

Olac Fuentes · Monthly Notices of the Royal Astronomical Society · 2004 · 113 citations

, , +17

A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates

James Large, Jason Lines, Anthony Bagnall · Data Mining and Knowledge Discovery · 2019 · 101 citations · Full text

, , +16

1–5 of 33

Authors

126

  1. RK
    R. K. Agrawal

    Jawaharlal Nehru University, India

    2 publications · 27 citations

    2

    h-index

  2. RA
    Ratnadip Adhikari

    Jawaharlal Nehru University, India

    2 publications · 27 citations

    2

    h-index

  3. VK
    Vinoth Kumar Venkatesan

    Vellore Institute of Technology University, India

    1 publications · 85 citations

    1

    h-index

  4. AB
    Arief Boediono

    Yamaguchi University, Japan

    1 publications · 10 citations

    1

    h-index

  5. YA
    Yasar Ayaz

    National University of Sciences and Technology, Pakistan

    1 publications · 34 citations

    1

    h-index

1–5 of 126

Institutions

59

  1. Annamalai University

    Chidambaram, India

    2 h-index

    3 publications

    204 citations

  2. University of East Anglia

    Norwich, United Kingdom

    2 h-index

    5 publications

    457 citations

  3. University of Energy and Natural Resources

    Sunyani, Ghana

    1 h-index

    3 publications

    264 citations

  4. University of Essex

    Colchester, United Kingdom

    1 h-index

    1 publications

    19 citations

  5. University of Tehran

    Tehran, Iran

    1 h-index

    1 publications

    25 citations

  6. IPB University

    Bogor, Indonesia

    1 h-index

    1 publications

    10 citations

  7. Jain University

    Bengaluru, India

    1 h-index

    1 publications

    85 citations

  8. University of Sciences and Technology Houari Boumediene

    Algiers, Algeria

    1 h-index

    3 publications

    69 citations

1–8 of 59

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 59 citations

    2

    h-index

  2. Geoscience Frontiers

    1 publications · 154 citations

    1

    h-index

  3. Machine Vision and Applications

    1 publications · 17 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5