Concepedia

String Kernels

String Kernels is a class of kernel functions in machine learning that operate on string data by measuring similarity through shared subsequences or patterns, distinguishing them from other kernel methods by their specific design for discrete sequence inputs.

111

Publications

10.8K

Citations

245

Authors

114

Institutions

Publications per year

2017–2026

12

Parents

Publications

111

Integrating structured biological data by Kernel Maximum Mean Discrepancy

Karsten Borgwardt, Arthur Gretton, Malte J. Rasch et al. · Bioinformatics · 2006 · 1.7K citations · Full text

, , +11

Text Mining Infrastructure in<i>R</i>

Ingo Feinerer, Kurt Hornik, David Meyer · Journal of Statistical Software · 2008 · 1.1K citations · Full text

, , +10

THE SPECTRUM KERNEL: A STRING KERNEL FOR SVM PROTEIN CLASSIFICATION

Christina S. Leslie, Eleazar Eskin, William Stafford Noble · 2001 · 944 citations

, , +11

Marginalized kernels between labeled graphs

Hisashi Kashima, Koji Tsuda, Akihiro Inokuchi · 2003 · 690 citations · Full text

, , +11

Mismatch string kernels for discriminative protein classification

Christina S. Leslie, Eleazar Eskin, Adiel Cohen et al. · Bioinformatics · 2004 · 572 citations · Full text

, , +13

1–5 of 111

Authors

245

  1. CS
    Christina S. Leslie

    Memorial Sloan Kettering Cancer Center, United States

    8 publications · 2.5K citations

    8

    h-index

  2. MP
    Marius Popescu

    University of Bucharest, Romania

    7 publications · 268 citations

    7

    h-index

  3. RT
    Radu Tudor Ionescu

    University of Bucharest, Romania

    6 publications · 209 citations

    6

    h-index

  4. WS
    William Stafford Noble

    University of Washington, United States

    5 publications · 2K citations

    5

    h-index

  5. JW
    Jason Weston

    Meta (Israel), Israel

    5 publications · 1.1K citations

    5

    h-index

1–5 of 245

Institutions

114

  1. Columbia University

    New York, United States

    8 h-index

    27 publications

    7.8K citations

  2. University of Bucharest

    Bucharest, Romania

    7 h-index

    14 publications

    468 citations

  3. Max Planck Society

    Munich, Germany

    5 h-index

    8 publications

    707 citations

  4. Max Planck Institute for Biological Cybernetics

    Tübingen, Germany

    4 h-index

    6 publications

    4.8K citations

  5. Australian National University

    Canberra, Australia

    4 h-index

    6 publications

    355 citations

  6. Data61

    Sydney, Australia

    4 h-index

    9 publications

    1.9K citations

  7. The University of Tokyo

    Tokyo, Japan

    4 h-index

    5 publications

    153 citations

  8. University of Washington

    Seattle, United States

    4 h-index

    4 publications

    1.1K citations

1–8 of 114

Venues

  1. BMC Bioinformatics

    5 publications · 222 citations

    5

    h-index

  2. Bioinformatics

    5 publications · 3K citations

    5

    h-index

  3. IEEE Transactions on Image Processing

    2 publications · 141 citations

    2

    h-index

  4. Neural Information Processing Systems

    Conference · 2 publications · 78 citations

    2

    h-index

  5. International Conference on Computational Linguistics

    Conference · 2 publications · 52 citations

    2

    h-index

1–5