Concepedia

Machine Learning Software

Machine Learning Software is a type of statistical software that implements algorithms capable of automatically learning patterns and making predictions or decisions from data without being explicitly programmed for specific rules.

510

Publications

110.5K

Citations

2.3K

Authors

766

Institutions

Publications per year

2017–2026

378

Parents

Publications

510

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

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Scikit-learn: Machine Learning in Python

PedregosaFabian, VaroquauxGaël, GramfortAlexandre et al. · Journal of Machine Learning Research · 2011 · 8.2K citations

, , +10

Dlib-ml: A Machine Learning Toolkit

Davis E. King · 2009 · 2.9K citations

, , +15

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework

Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo et al. · 2011 · 2.4K citations

, , +14

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 1.8K citations · Full text

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1–5 of 510

Authors

2.3K

  1. JV
    Joaquin Vanschoren

    Eindhoven University of Technology, Netherlands

    6 publications · 190 citations

    6

    h-index

  2. BB
    Bernd Bischl

    Ludwig-Maximilians-Universität München, Germany

    5 publications · 435 citations

    5

    h-index

  3. BK
    Bojan Karlaš

    ETH Zurich, Switzerland

    5 publications · 109 citations

    5

    h-index

  4. GL
    Gilles Louppe

    University of Liège, Belgium

    5 publications · 2.9K citations

    5

    h-index

  5. ML
    Michel Lang

    TU Dortmund University, Germany

    4 publications · 387 citations

    4

    h-index

1–5 of 2.3K

Institutions

766

  1. Massachusetts Institute of Technology

    Cambridge, United States

    11 h-index

    30 publications

    1.3K citations

  2. Eindhoven University of Technology

    Eindhoven, The Netherlands

    9 h-index

    18 publications

    1.2K citations

  3. Nanjing University

    Nanjing, China

    8 h-index

    26 publications

    1.1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    31 publications

    1.3K citations

  5. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    12 publications

    1.4K citations

  6. University of Washington

    Seattle, United States

    7 h-index

    13 publications

    66.5K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    11 publications

    1.1K citations

  8. ETH Zurich

    Zurich, Switzerland

    7 h-index

    14 publications

    400 citations

1–8 of 766

Venues

  1. arXiv (Cornell University)

    Repository · 49 publications · 70.5K citations

    28

    h-index

  2. The Journal of Open Source Software

    JOSS · 6 publications · 885 citations

    6

    h-index

  3. PLoS ONE

    5 publications · 416 citations

    5

    h-index

  4. IEEE Transactions on Software Engineering

    TSE · 4 publications · 348 citations

    4

    h-index

  5. Scientific Reports

    4 publications · 104 citations

    4

    h-index

1–5