Concepedia

Radial Basis Function Kernels

Radial Basis Function Kernels is a kernel function that belongs to the class of positive definite functions and is distinguished by its dependence on the Euclidean distance between input vectors, typically expressed as an exponentially decreasing function of the squared norm.

1.4K

Publications

68.8K

Citations

3.9K

Authors

1.4K

Institutions

Publications per year

2017–2026

555

Parents

Publications

1.4K

Random Features for Large-Scale Kernel Machines

Ali Rahimi, Benjamin Recht · 2007 · 2.7K citations

, , +14

Support vector machines for histogram-based image classification

Olivier Chapelle, Patrick Haffner, Vladimir Vapnik · IEEE Transactions on Neural Networks · 1999 · 1.5K citations

, , +16

Comparing support vector machines with Gaussian kernels to radial basis function classifiers

Bernhard Schölkopf, Kah-Kay Sung, Chris Burges et al. · IEEE Transactions on Signal Processing · 1997 · 1.4K citations · Full text

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Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel, Johan A. K. Suykens, Bart Baesens et al. · Machine Learning · 2003 · 749 citations · Full text

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On the training of radial basis function classifiers

M.T. Musavi, W. Ahmed, K.H. Chan et al. · Neural Networks · 1992 · 573 citations

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1–5 of 1.4K

Authors

3.9K

  1. EL
    Elisabeth Larsson

    Uppsala University, Sweden

    11 publications · 999 citations

    11

    h-index

  2. RS
    Robert Schaback

    University of Göttingen, Germany

    10 publications · 617 citations

    10

    h-index

  3. RB
    Ram Bilas Pachori

    Indian Institute of Technology Indore, India

    7 publications · 640 citations

    7

    h-index

  4. SC
    Sheng Chen

    University of Southampton, United Kingdom

    7 publications · 326 citations

    7

    h-index

  5. JA
    Johan A. K. Suykens

    KU Leuven, Belgium

    7 publications · 1.3K citations

    7

    h-index

1–5 of 3.9K

Institutions

1.4K

  1. Uppsala University

    Uppsala, Sweden

    15 h-index

    33 publications

    2.1K citations

  2. Harbin Institute of Technology

    Harbin, China

    14 h-index

    42 publications

    1.3K citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    13 h-index

    19 publications

    1.5K citations

  4. Southeast University

    Nanjing, China

    12 h-index

    34 publications

    1.3K citations

  5. National University of Singapore

    Singapore, Singapore

    12 h-index

    25 publications

    2.4K citations

  6. Amirkabir University of Technology

    Tehran, Iran

    12 h-index

    23 publications

    2.1K citations

  7. University of Malaya

    Kuala Lumpur, Malaysia

    11 h-index

    23 publications

    957 citations

  8. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    19 publications

    1K citations

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Venues

  1. Engineering Analysis with Boundary Elements

    39 publications · 1.7K citations

    25

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  2. Computers & Mathematics with Applications

    31 publications · 2.7K citations

    22

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  3. Journal of Computational and Applied Mathematics

    15 publications · 887 citations

    15

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  4. IEEE Transactions on Neural Networks

    14 publications · 2.7K citations

    14

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  5. Journal of Computational Physics

    15 publications · 933 citations

    14

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