Concepedia

Similarity-based Learning

Similarity-Based Learning is a cognitive learning paradigm within concept formation that categorizes instances based on shared perceptual or structural features, distinguishing itself by relying on similarity relations among stimuli rather than explicit rule-based or feedback-driven mechanisms.

474

Publications

25.5K

Citations

1.3K

Authors

565

Institutions

Publications per year

2017–2026

218

Parents

Publications

474

Clustering and projected clustering with adaptive neighbors

Feiping Nie, Xiaoqian Wang, Heng Huang · 2014 · 973 citations

, , +17

Visualization and analysis of single-cell RNA-seq data by kernel-based similarity learning

Bo Wang, Junjie Zhu, Emma Pierson et al. · Nature Methods · 2017 · 763 citations

, , +14

A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs

Zifeng Wu, Yongzhen Huang, Liang Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 738 citations

, , +14

End-to-End Video Instance Segmentation with Transformers

Yuqing Wang, Zhaoliang Xu, Xinlong Wang et al. · 2021 · 639 citations

, , +15

The similarity paradox in human learning: a resolution.

Charles E. Osgood · Psychological Review · 1949 · 463 citations

, , +8

1–5 of 474

Authors

1.3K

  1. AV
    Anna V. Fisher

    Carnegie Mellon University, United States

    6 publications · 727 citations

    6

    h-index

  2. WD
    Walter Daelemans

    University of Antwerp, Belgium

    6 publications · 259 citations

    6

    h-index

  3. LC
    Longbing Cao

    University of Technology Sydney, Australia

    5 publications · 179 citations

    5

    h-index

  4. MR
    Maya R. Gupta

    University of Washington, United States

    5 publications · 437 citations

    5

    h-index

  5. VM
    Vladimir M. Sloutsky

    The Ohio State University, United States

    5 publications · 691 citations

    5

    h-index

1–5 of 1.3K

Institutions

565

  1. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    43 publications

    4.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    12 publications

    670 citations

  3. Zhejiang University

    Hangzhou, China

    8 h-index

    14 publications

    1.7K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    15 publications

    628 citations

  5. Stanford University

    Stanford, United States

    7 h-index

    15 publications

    4.8K citations

  6. Harvard University

    Cambridge, United States

    7 h-index

    24 publications

    1.2K citations

  7. University of California, Berkeley

    Berkeley, United States

    7 h-index

    14 publications

    1.3K citations

  8. The Ohio State University

    Columbus, United States

    7 h-index

    10 publications

    1K citations

1–8 of 565

Venues

  1. arXiv (Cornell University)

    Repository · 20 publications · 358 citations

    13

    h-index

  2. IEEE Access

    11 publications · 556 citations

    11

    h-index

  3. Journal of Experimental Psychology

    7 publications · 359 citations

    7

    h-index

  4. Cognitive Science

    7 publications · 120 citations

    7

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 210 citations

    6

    h-index

1–5