Concepedia

Multi-target Prediction

Multi-Target Prediction is a predictive modeling approach that simultaneously forecasts multiple output variables, distinguishing itself from single-target methods by capturing interdependencies among multiple response variables within a unified model.

113

Publications

5K

Citations

467

Authors

221

Institutions

Publications per year

2017–2026

75

Variants

Multi-output Prediction

Parents

Publications

113

Multi-target regression via input space expansion: treating targets as inputs

Machine Learning · 2016 · 318 citations · Full text

, , +8

MEKA: A multi-label/multi-target extension to Weka

Jesse Read · Aaltodoc (Aalto University) · 2025 · 217 citations · Full text

, , +17

Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition

Dragi Kocev, Sašo Džeroski, Matt White et al. · Ecological Modelling · 2009 · 206 citations

, , +16

ComiR: combinatorial microRNA target prediction tool

Claudia Coronnello, Panayiotis V. Benos · Nucleic Acids Research · 2013 · 195 citations · Full text

, , +17

Simultaneous corn and soybean yield prediction from remote sensing data using deep transfer learning

Saeed Khaki, Hieu Pham, Lizhi Wang · Scientific Reports · 2021 · 183 citations · Full text

, , +17

1–5 of 113

Authors

467

  1. SD
    Sašo Džeroski

    Jožef Stefan Institute, Slovenia

    7 publications · 509 citations

    7

    h-index

  2. SV
    Sebastián Ventura

    University of Córdoba, Spain

    4 publications · 271 citations

    4

    h-index

  3. DK
    Dragi Kocev

    Jožef Stefan Institute, Slovenia

    4 publications · 351 citations

    4

    h-index

  4. EJ
    Everton J. Santana

    Universidade Estadual de Londrina, Brazil

    4 publications · 108 citations

    4

    h-index

  5. SB
    Sylvio Barbon

    Universidade Estadual de Londrina, Brazil

    4 publications · 125 citations

    4

    h-index

1–5 of 467

Institutions

221

  1. Jožef Stefan Institute

    Ljubljana, Slovenia

    8 h-index

    20 publications

    1.2K citations

  2. Universidade Estadual de Londrina

    Londrina, Brazil

    6 h-index

    18 publications

    659 citations

  3. Jožef Stefan International Postgraduate School

    Ljubljana, Slovenia

    5 h-index

    13 publications

    683 citations

  4. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    4 h-index

    9 publications

    279 citations

  5. University of Córdoba

    Córdoba, Spain

    4 h-index

    9 publications

    429 citations

  6. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    4 h-index

    10 publications

    1.2K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    14 publications

    357 citations

  8. Central South University

    Changsha, China

    4 h-index

    27 publications

    999 citations

1–8 of 221

Venues

  1. Neurocomputing

    5 publications · 120 citations

    5

    h-index

  2. Journal of Cheminformatics

    4 publications · 152 citations

    4

    h-index

  3. Scientific Reports

    4 publications · 250 citations

    4

    h-index

  4. Nucleic Acids Research

    3 publications · 427 citations

    3

    h-index

  5. Information Sciences

    3 publications · 225 citations

    3

    h-index

1–5