Concepedia

Pattern Generalization Across Scales

Pattern Generalization Across Scales is a theoretical framework in multi-scale pattern analysis that enables the consistent identification and interpretation of structural regularities across varying spatial, temporal, or hierarchical resolutions by abstracting scale-specific idiosyncrasies into invariant descriptive principles.

14

Publications

1.5K

Citations

32

Authors

16

Institutions

Publications per year

2017–2026

3

Parents

Publications

14

Multidimensional Scaling: Theory and Applications in the Behavioral Sciences

Andrew K. Clark, Roger N. Shepard, A. Kimball Romney et al. · American Educational Research Journal · 1974 · 753 citations

, , +14

Pattern scaling: Its strengths and limitations, and an update on the latest model simulations

Claudia Tebaldi, Julie M. Arblaster · Climatic Change · 2014 · 290 citations

, , +8

Scale invariance and universality: organizing principles in complex systems

H. Eugene Stanley, Luı́s A. Nunes Amaral, Parameswaran Gopikrishnan et al. · Physica A Statistical Mechanics and its Applications · 2000 · 123 citations

, , +15

A Constructive Prediction of the Generalization Error Across Scales

Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov et al. · arXiv (Cornell University) · 2019 · 51 citations · Full text

, , +13

Pattern Generalization with Graphs and Words: A Cross-Sectional and Longitudinal Analysis of Middle School Students' Representational Fluency

Mitchell J. Nathan, Sunae Kim · Mathematical Thinking and Learning · 2007 · 35 citations

, , +17

1–5 of 14

Authors

32

  1. YB
    Yonatan Belinkov

    Technion – Israel Institute of Technology, Israel

    2 publications · 86 citations

    2

    h-index

  2. AR
    Amir Rosenfeld

    University of Maryland, College Park, United States

    2 publications · 86 citations

    2

    h-index

  3. GM
    Gary M. Pereira

    Perm State University, Russia

    2 publications · 48 citations

    2

    h-index

  4. NS
    Nir Shavit

    Tel Aviv University, Israel

    2 publications · 86 citations

    2

    h-index

  5. JS
    Jonathan S. Rosenfeld

    Massachusetts Institute of Technology, United States

    2 publications · 86 citations

    2

    h-index

1–5 of 32

Institutions

16

  1. York University

    Toronto, Canada

    2 h-index

    2 publications

    86 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    5 publications

    223 citations

  3. University of Minnesota

    Minneapolis, United States

    1 h-index

    1 publications

    28 citations

  4. Perm State University

    Perm, Russia

    1 h-index

    1 publications

    20 citations

  5. Boston University

    Boston, United States

    1 h-index

    5 publications

    615 citations

  6. NSF National Center for Atmospheric Research

    Boulder, United States

    1 h-index

    1 publications

    290 citations

  7. NSF NCAR Climate and Global Dynamics Laboratory

    Boulder, United States

    1 h-index

    1 publications

    290 citations

  8. University of Southern California

    Los Angeles, United States

    1 h-index

    2 publications

    24 citations

1–8 of 16

Venues

  1. Geographical Analysis

    2 publications · 48 citations

    2

    h-index

  2. Journal of Theoretical Biology

    1 publications · 12 citations

    1

    h-index

  3. Neural Networks

    1 publications · 32 citations

    1

    h-index

  4. American Educational Research Journal

    AERJ · 1 publications · 753 citations

    1

    h-index

  5. Mathematical Thinking and Learning

    1 publications · 35 citations

    1

    h-index

1–5