Concepedia

Heterogeneous Ensemble Modeling

Heterogeneous Ensemble Modeling is an ensemble learning approach that integrates multiple base learners of different types or algorithms to improve predictive performance by leveraging diverse model architectures and decision mechanisms.

84

Publications

4.1K

Citations

325

Authors

156

Institutions

Publications per year

2017–2026

66

Parents

Publications

84

Two-stage consumer credit risk modelling using heterogeneous ensemble learning

Monika Papoušková, Petr Hájek · Decision Support Systems · 2019 · 177 citations

, , +14

HELAD: A novel network anomaly detection model based on heterogeneous ensemble learning

Ying Zhong, Wenqi Chen, Zhiliang Wang et al. · Computer Networks · 2019 · 171 citations

, , +12

A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping

Liang Lv, Tao Chen, Jie Dou et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 169 citations · Full text

, , +15

A new method of data missing estimation with FNN-based tensor heterogeneous ensemble learning for internet of vehicle

Ting Zhang, Degan Zhang, Haoran Yan et al. · Neurocomputing · 2020 · 168 citations

, , +13

European summer climate variability in a heterogeneous multi-model ensemble

Pier Luigi Vidale, Daniel Lüthi, Rebekka Wegmann et al. · Climatic Change · 2007 · 136 citations · Full text

, , +14

1–5 of 84

Authors

325

  1. SC
    Sailesh Conjeti

    Technical University of Munich, Germany

    2 publications · 46 citations

    2

    h-index

  2. DW
    Dujuan Wang

    Sichuan University, China

    2 publications · 50 citations

    2

    h-index

  3. SC
    Somphop Chiaranai

    Ubon Ratchathani University, Thailand

    2 publications · 42 citations

    2

    h-index

  4. LW
    Lichao Wang

    UConn Health, United States

    2 publications · 46 citations

    2

    h-index

  5. RP
    Rapeepan Pitakaso

    Ubon Ratchathani University, Thailand

    2 publications · 42 citations

    2

    h-index

1–5 of 325

Institutions

156

  1. Sichuan University

    Chengdu, China

    4 h-index

    8 publications

    164 citations

  2. Dalian University of Technology

    Dalian, China

    3 h-index

    6 publications

    172 citations

  3. Benha University

    Banhā, Egypt

    2 h-index

    2 publications

    92 citations

  4. Beijing University of Technology

    Beijing, China

    2 h-index

    6 publications

    127 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    2 publications

    187 citations

  6. COMSATS University Islamabad

    Islamabad, Pakistan

    2 h-index

    4 publications

    193 citations

  7. Suez University

    Suez, Egypt

    2 h-index

    2 publications

    92 citations

  8. Galala University

    Suez, Egypt

    2 h-index

    2 publications

    92 citations

1–8 of 156

Venues

  1. F1000Research

    3 publications · 59 citations

    3

    h-index

  2. Procedia Computer Science

    3 publications · 135 citations

    3

    h-index

  3. Neurocomputing

    3 publications · 214 citations

    3

    h-index

  4. IEEE Access

    3 publications · 117 citations

    3

    h-index

  5. Applied Sciences

    2 publications · 75 citations

    2

    h-index

1–5