Concepedia

Cascade Generalization

Cascade Generalization is a supervised ensemble learning method that sequentially combines multiple base learners, where each subsequent learner is trained on the original input features augmented with the predictions of all preceding learners, thereby enabling higher-level models to generalize from both data and prior model outputs.

28

Publications

1.3K

Citations

75

Authors

42

Institutions

Publications per year

2017–2026

9

Parents

Publications

28

DeepCas

Cheng Li, Jiaqi Ma, Xiaoxiao Guo et al. · 2017 · 292 citations · Full text

, , +16

Further Generalization of Onsager's Cascade Model for Turbulent Spectra

S. Corrsin · The Physics of Fluids · 1964 · 130 citations

, , +15

Structured Prediction Cascades

David J. Weiss · arXiv (Cornell University) · 2012 · 84 citations · Full text

, , +16

Neural Diffusion Model for Microscopic Cascade Study

Cheng Yang, Maosong Sun, Haoran Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 75 citations

, , +9

Cascading Classifiers

Czech digital mathematics library · 1998 · 72 citations · Full text

, , +13

1–5 of 28

Authors

75

  1. HZ
    Huimin Zhao

    University of Wisconsin–Milwaukee, United States

    3 publications · 87 citations

    3

    h-index

  2. SH
    Shiyi Han

    Apple (United Kingdom), United Kingdom

    2 publications · 91 citations

    2

    h-index

  3. SR
    Sudha Ram

    University of Arizona, United States

    2 publications · 67 citations

    2

    h-index

  4. TV
    Tran Van Phong

    Vietnam Academy of Science and Technology, Vietnam

    2 publications · 70 citations

    2

    h-index

  5. HV
    Hiep Van Le

    University Of Transport Technology, Vietnam

    2 publications · 70 citations

    2

    h-index

1–5 of 75

Institutions

42

  1. University of Wisconsin–Milwaukee

    Milwaukee, United States

    3 h-index

    4 publications

    107 citations

  2. Vietnam Academy of Science and Technology

    Hanoi, Vietnam

    2 h-index

    5 publications

    220 citations

  3. Bielefeld University

    Bielefeld, Germany

    2 h-index

    3 publications

    88 citations

  4. Vietnam National University, Hanoi

    Hanoi, Vietnam

    2 h-index

    2 publications

    70 citations

  5. University Of Transport Technology

    Hanoi, Vietnam

    2 h-index

    7 publications

    260 citations

  6. VNU University of Science

    Hanoi, Vietnam

    2 h-index

    2 publications

    70 citations

  7. Tsinghua University

    Beijing, China

    2 h-index

    8 publications

    507 citations

  8. Gorgan University of Agricultural Sciences and Natural Resources

    Gorgan, Iran

    2 h-index

    2 publications

    70 citations

1–8 of 42

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 121 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 100 citations

    2

    h-index

  3. Geocarto International

    2 publications · 70 citations

    2

    h-index

  4. Neural Computation

    1 publications · 30 citations

    1

    h-index

  5. 1

    h-index

1–5