Concepedia

Knowledge Generalization

Knowledge Generalization is a theoretical construct in the field of transfer of learning that denotes the ability of learners to apply acquired knowledge or skills to novel contexts, problems, or domains beyond the original learning setting.

171

Publications

10.2K

Citations

431

Authors

202

Institutions

Publications per year

2017–2026

61

Parents

Publications

171

Types and qualities of knowledge

Ton de Jong, Monica G. M. Ferguson‐Hessler · Educational Psychologist · 1996 · 717 citations · Full text

, , +14

A new learning paradigm: Learning using privileged information

Vladimir Vapnik, Akshay Vashist · Neural Networks · 2009 · 653 citations

, , +7

Creating artificial neural networks that generalize

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

, , +11

The Need for Biases in Learning Generalizations

Tom M. Mitchell · BMC Nursing · 2007 · 530 citations · Full text

, , +13

From Words to Numbers: How to Transform Qualitative Data into Meaningful Quantitative Results

Katharina J. Srnka, Sabine T. Koeszegi · Schmalenbach Business Review · 2007 · 317 citations

, , +16

1–5 of 171

Authors

431

  1. BW
    Bruce W. A. Whittlesea

    Simon Fraser University, Canada

    4 publications · 242 citations

    4

    h-index

  2. HP
    Hao Peng

    Beihang University, China

    2 publications · 184 citations

    2

    h-index

  3. CP
    Christopher Pal

    Polytechnique Montréal, Canada

    2 publications · 44 citations

    2

    h-index

  4. BH
    Brian H. Ross

    University of Illinois Urbana-Champaign, United States

    2 publications · 307 citations

    2

    h-index

  5. LY
    Liu Ye

    Anhui University, China

    2 publications · 184 citations

    2

    h-index

1–5 of 431

Institutions

202

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    5 publications

    442 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    3 publications

    249 citations

  3. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    8 publications

    814 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    3 h-index

    3 publications

    100 citations

  5. Johns Hopkins University

    Baltimore, United States

    3 h-index

    4 publications

    83 citations

  6. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    3 publications

    424 citations

  7. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    167 citations

  8. Tsinghua University

    Beijing, China

    2 h-index

    7 publications

    167 citations

1–8 of 202

Venues

  1. 9

    h-index

  2. arXiv (Cornell University)

    Repository · 7 publications · 386 citations

    7

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 489 citations

    4

    h-index

  4. Journal of Experimental Psychology General

    3 publications · 119 citations

    3

    h-index

  5. Neural Networks

    3 publications · 1.3K citations

    3

    h-index

1–5