Concepedia

Tree Induction

Tree Induction is a machine learning method that constructs a decision tree by recursively partitioning the feature space into subsets based on attribute values to optimize class separability or predictive accuracy.

651

Publications

150.8K

Citations

1.4K

Authors

600

Institutions

Publications per year

2017–2026

96

Variants

Decision Tree Learning

Parents

Publications

651

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

, , +13

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

, , +13

Induction of Decision Trees

J. R. Quinlan · Machine Learning · 1986 · 14.8K citations · Full text

, , +8

Induction of decision trees

J. R. Quinlan · Machine Learning · 1986 · 12.4K citations · Full text

, , +8

Classification and regression trees

J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations

, , +10

1–5 of 651

Authors

1.4K

  1. AC
    André C. P. L. F. de Carvalho

    Universidade de São Paulo, Brazil

    18 publications · 1.1K citations

    16

    h-index

  2. RC
    Rodrigo C. Barros

    Pontifícia Universidade Católica do Rio Grande do Sul, Brazil

    12 publications · 810 citations

    12

    h-index

  3. AA
    Alex A. Freitas

    University of Kent, United Kingdom

    10 publications · 759 citations

    10

    h-index

  4. MP
    Márcio P. Basgalupp

    Universidade Federal de São Paulo, Brazil

    9 publications · 627 citations

    9

    h-index

  5. RC
    Ricardo Cerri

    Universidade Federal de São Carlos, Brazil

    7 publications · 376 citations

    7

    h-index

1–5 of 1.4K

Institutions

600

  1. Universidade de São Paulo

    São Paulo, Brazil

    16 h-index

    43 publications

    2.3K citations

  2. University of Kent

    Canterbury, United Kingdom

    11 h-index

    15 publications

    1.1K citations

  3. University of Massachusetts Amherst

    Amherst Center, United States

    7 h-index

    17 publications

    1.3K citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    7 h-index

    13 publications

    930 citations

  5. KU Leuven

    Leuven, Belgium

    7 h-index

    13 publications

    1.2K citations

  6. Hebei University

    Baoding, China

    7 h-index

    18 publications

    1.3K citations

  7. University of Liège

    Liège, Belgium

    6 h-index

    11 publications

    1K citations

  8. National Research Council Canada

    Ottawa, Canada

    6 h-index

    7 publications

    1.8K citations

1–8 of 600

Venues

  1. Machine Learning

    18 publications · 29.7K citations

    17

    h-index

  2. arXiv (Cornell University)

    Repository · 16 publications · 1K citations

    14

    h-index

  3. Expert Systems with Applications

    13 publications · 797 citations

    11

    h-index

  4. Pattern Recognition

    9 publications · 996 citations

    9

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 8 publications · 952 citations

    8

    h-index

1–5