Concepedia

Decision Trees

Decision Trees is a predictive modeling technique within the class of interpretable machine learning and decision-analytic methods that partitions data hierarchically through a series of binary splits on predictor variables to map observations to outcomes based on feature-driven logical rules.

17.9K

Publications

1.4M

Citations

51.7K

Authors

8.7K

Institutions

Publications per year

2017–2026

10.4K

Variants

Decision Tree

Parents

Children

Publications

17.9K

1–5 of 17.9K

Authors

51.7K

  1. BT
    Binh Thai Pham

    University Of Transport Technology, Vietnam

    52 publications · 9.4K citations

    46

    h-index

  2. DT
    Dieu Tien Bui

    Duy Tan University, Vietnam

    41 publications · 9.7K citations

    39

    h-index

  3. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    44 publications · 4.6K citations

    28

    h-index

  4. WC
    Wei Chen

    Xi'an University of Science and Technology, China

    30 publications · 5.3K citations

    27

    h-index

  5. BP
    Biswajeet Pradhan

    University of Technology Sydney, Australia

    31 publications · 7.2K citations

    27

    h-index

1–5 of 51.7K

Institutions

8.7K

  1. Duy Tan University

    Da Nang, Vietnam

    54 h-index

    76 publications

    9.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    47 h-index

    245 publications

    24.7K citations

  3. Stanford University

    Stanford, United States

    46 h-index

    187 publications

    32.2K citations

  4. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    44 h-index

    54 publications

    6.9K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    43 h-index

    171 publications

    16.7K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    42 h-index

    274 publications

    23.8K citations

  7. Vellore Institute of Technology University

    Vellore, India

    39 h-index

    202 publications

    19.2K citations

  8. Tarbiat Modares University

    Tehran, Iran

    39 h-index

    97 publications

    7.9K citations

1–8 of 8.7K

Venues

  1. Expert Systems with Applications

    237 publications · 24.6K citations

    81

    h-index

  2. IEEE Access

    262 publications · 23.7K citations

    75

    h-index

  3. arXiv (Cornell University)

    Repository · 303 publications · 12.8K citations

    57

    h-index

  4. Scientific Reports

    187 publications · 9.3K citations

    55

    h-index

  5. Procedia Computer Science

    148 publications · 12.4K citations

    54

    h-index

1–5