Concepedia

Kernel Alignment

Kernel Alignment is a metric that quantifies the similarity between two kernel functions or between a kernel matrix and the ideal classifier alignment in the context of supervised learning.

76

Publications

4.9K

Citations

242

Authors

121

Institutions

Publications per year

2017–2026

42

Parents

Publications

76

Similarity of Neural Network Representations Revisited

Simon Kornblith, Mohammad Norouzi, Honglak Lee et al. · arXiv (Cornell University) · 2019 · 432 citations · Full text

, , +16

KBA: kernel boundary alignment considering imbalanced data distribution

Gang Wu, Edward Yi Chang · IEEE Transactions on Knowledge and Data Engineering · 2005 · 383 citations

, , +16

Identification of drug-side effect association via multiple information integration with centered kernel alignment

Yijie Ding, Jijun Tang, Fei Guo · Neurocomputing · 2018 · 221 citations

, , +15

Learning Relevant Image Features With Multiple-Kernel Classification

Devis Tuia, Gustau Camps‐Valls, Giona Matasci et al. · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 216 citations · Full text

, , +16

Feature Selection with Kernel Class Separability

Lei Wang · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008 · 195 citations · Full text

, , +17

1–5 of 76

Authors

242

  1. XL
    Xinwang Liu

    National University of Defense Technology, China

    9 publications · 674 citations

    9

    h-index

  2. JT
    Jijun Tang

    University of South Carolina, United States

    4 publications · 372 citations

    4

    h-index

  3. YD
    Yijie Ding

    University of Electronic Science and Technology of China, China

    4 publications · 372 citations

    4

    h-index

  4. LW
    Lei Wang

    University of Wollongong, Australia

    4 publications · 486 citations

    4

    h-index

  5. YD
    Yong Dou

    National University of Defense Technology, China

    4 publications · 209 citations

    4

    h-index

1–5 of 242

Institutions

121

  1. National University of Defense Technology

    Changsha, China

    9 h-index

    32 publications

    2.2K citations

  2. Suzhou University of Science and Technology

    Suzhou, China

    4 h-index

    5 publications

    387 citations

  3. Imperial College London

    London, United Kingdom

    3 h-index

    3 publications

    160 citations

  4. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    9 publications

    409 citations

  5. University of Wollongong

    Wollongong, Australia

    3 h-index

    3 publications

    291 citations

  6. University of South Carolina

    Columbia, United States

    2 h-index

    2 publications

    306 citations

  7. Google (United States)

    Mountain View, United States

    2 h-index

    4 publications

    412 citations

  8. Universidad Nacional de Colombia

    Bogotá, Colombia

    2 h-index

    4 publications

    89 citations

1–8 of 121

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 640 citations

    5

    h-index

  2. 3

    h-index

  3. Pattern Recognition

    3 publications · 185 citations

    3

    h-index

  4. 3

    h-index

  5. 3

    h-index

1–5