Concepedia

Multiple Regression Ensembles

Multiple Regression Ensembles is a machine learning framework that combines the predictions of multiple regression models through ensemble techniques to improve overall predictive accuracy and robustness in regression tasks.

32

Publications

1.5K

Citations

103

Authors

54

Institutions

Publications per year

2017–2026

17

Parents

Publications

32

DART: Dropouts meet Multiple Additive Regression Trees

K. V. Rashmi, Ran Gilad-Bachrach · arXiv (Cornell University) · 2015 · 139 citations · Full text

, , +14

Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles

Miriam Machwitz, Christopher Conrad, Stefan Dech · Remote Sensing of Environment · 2012 · 124 citations · Full text

, , +16

A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa

Riyad Ismail, Onisimo Mutanga · International Journal of Applied Earth Observation and Geoinformation · 2009 · 118 citations

, , +13

Multi-target regression with rule ensembles

Timo Aho, Bernard Ženko, Sašo Džeroski et al. · Journal of Machine Learning Research · 2012 · 85 citations

, , +15

Optimizing hydrogen evolution prediction: A unified approach using random forests, lightGBM, and Bagging Regressor ensemble model

Rezan Bakır, Ceren Orak, Aslı Yüksel · International Journal of Hydrogen Energy · 2024 · 78 citations

, , +14

1–5 of 32

Authors

103

  1. SD
    Sašo Džeroski

    Jožef Stefan Institute, Slovenia

    2 publications · 145 citations

    2

    h-index

  2. TA
    Timo Aho

    2 publications · 108 citations

    2

    h-index

  3. JM
    Jose M. Moyano

    University of Córdoba, Spain

    2 publications · 45 citations

    2

    h-index

  4. HT
    Hannes Taubenböck

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    2 publications · 67 citations

    2

    h-index

  5. PA
    Patrick Aravena Pelizari

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    2 publications · 67 citations

    2

    h-index

1–5 of 103

Institutions

54

  1. Jožef Stefan Institute

    Ljubljana, Slovenia

    3 h-index

    7 publications

    396 citations

  2. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    3 h-index

    9 publications

    392 citations

  3. Jožef Stefan International Postgraduate School

    Ljubljana, Slovenia

    2 h-index

    5 publications

    350 citations

  4. University of Córdoba

    Córdoba, Spain

    2 h-index

    6 publications

    135 citations

  5. King Saud University

    Riyadh, Saudi Arabia

    1 h-index

    2 publications

    82 citations

  6. Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier

    Montpellier, France

    1 h-index

    4 publications

    68 citations

  7. Izmir Institute of Technology

    Izmir, Türkiye

    1 h-index

    1 publications

    78 citations

  8. University of Mosul

    Mosul, Iraq

    1 h-index

    1 publications

    52 citations

1–8 of 54

Venues

  1. 2

    h-index

  2. Knowledge-Based Systems

    2 publications · 96 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 206 citations

    2

    h-index

  4. Climate Research

    1 publications · 15 citations

    1

    h-index

  5. Construction and Building Materials

    1 publications · 41 citations

    1

    h-index

1–5