Concepedia

Generalization Modeling

Generalization Modeling is a modeling technique in object-oriented analysis that captures the hierarchical relationship between a more general class (superclass) and one or more specialized classes (subclasses) by identifying common attributes and behaviors and defining how subclasses inherit and extend them.

144

Publications

8.1K

Citations

404

Authors

176

Institutions

Publications per year

2017–2026

56

Parents

Publications

144

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping

Rich Caruana, Steve Lawrence, C. Lee Giles · 2000 · 872 citations

, , +12

Creating artificial neural networks that generalize

Jocelyn Sietsma, R.J.F. Dow · Neural Networks · 1991 · 598 citations

, , +11

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Dileep George, Wolfgang Lehrach, Ken Kansky et al. · Science · 2017 · 294 citations

, , +17

Towards Out-Of-Distribution Generalization: A Survey

Jiashuo Liu, Zheyan Shen, Yue He et al. · arXiv (Cornell University) · 2021 · 236 citations · Full text

, , +12

Bond rating: a nonconservative application of neural networks

Dutta, Shekhar · IEEE International Conference on Neural Networks · 1988 · 216 citations

, , +17

1–5 of 144

Authors

404

  1. SL
    Sergey Levine

    University of California, Berkeley, United States

    4 publications · 183 citations

    4

    h-index

  2. TL
    Thomas L. Griffiths

    University of California, Berkeley, United States

    3 publications · 77 citations

    3

    h-index

  3. HD
    Harm de Vries

    Université de Montréal, Canada

    2 publications · 40 citations

    2

    h-index

  4. AD
    Amit Daniely

    Hebrew University of Jerusalem, Israel

    2 publications · 25 citations

    2

    h-index

  5. GW
    Graham W. Taylor

    University of Guelph, Canada

    2 publications · 40 citations

    2

    h-index

1–5 of 404

Institutions

176

  1. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    5 publications

    110 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    6 publications

    102 citations

  3. University of California, Berkeley

    Berkeley, United States

    3 h-index

    8 publications

    609 citations

  4. Princeton University

    Princeton, United States

    3 h-index

    6 publications

    1.2K citations

  5. Amirkabir University of Technology

    Tehran, Iran

    2 h-index

    4 publications

    74 citations

  6. The Ohio State University

    Columbus, United States

    2 h-index

    7 publications

    1.1K citations

  7. The University of Tokyo

    Tokyo, Japan

    2 h-index

    4 publications

    161 citations

  8. Columbia University

    New York, United States

    2 h-index

    6 publications

    207 citations

1–8 of 176

Venues

  1. arXiv (Cornell University)

    Repository · 18 publications · 690 citations

    14

    h-index

  2. Cognitive Science

    4 publications · 212 citations

    4

    h-index

  3. 3

    h-index

  4. IEEE Transactions on Cybernetics

    2 publications · 185 citations

    2

    h-index

  5. International Conference on Learning Representations

    Conference · 2 publications · 48 citations

    2

    h-index

1–5