Bernhard Schölkopf

Max Planck Society (DE)

Research Areas

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H-index

142

Publications

1401

Citations

150612

i10-index

546

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
A tutorial on support vector regression	2004	13470
Learning with Kernels	2001	11824
Nonlinear Component Analysis as a Kernel Eigenvalu...	1998	8150
Support vector machines	1998	7145
Estimating the Support of a High-Dimensional Distr...	2001	6191
Advances in kernel methods: support vector learnin...	1999	5797
Learning with Local and Global Consistency	2003	3681
An introduction to kernel-based learning algorithm...	2001	3487
New Support Vector Algorithms	2000	2815
Fisher discriminant analysis with kernels	2003	2681

Publications

1.
A tutorial on support vector regression
Year: 2004Citations: 13470DOI: 10.1023/b:stco.0000035301.49549.88
2.
Learning with Kernels
Year: 2001Citations: 11824DOI: 10.7551/mitpress/4175.001.0001
3.
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
Year: 1998Citations: 8150DOI: 10.1162/089976698300017467
4.
Support vector machines
Year: 1998Citations: 7145DOI: 10.1109/5254.708428
5.
Estimating the Support of a High-Dimensional Distribution
Year: 2001Citations: 6191DOI: 10.1162/089976601750264965
6.
Advances in kernel methods: support vector learning
Year: 1999Citations: 5797DOI: 10.5555/299094
7.
Learning with Local and Global Consistency
Year: 2003Citations: 3681
8.
An introduction to kernel-based learning algorithms
Year: 2001Citations: 3487DOI: 10.1109/72.914517
9.
New Support Vector Algorithms
Year: 2000Citations: 2815DOI: 10.1162/089976600300015565
10.
Fisher discriminant analysis with kernels
Year: 2003Citations: 2681DOI: 10.1109/nnsp.1999.788121

About Bernhard Schölkopf

Bernhard Schölkopf is a researcher with 1401 publications and 150612 citations. They are affiliated with Max Planck Society. Their research focuses on . With an h-index of 142, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

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Impact Metrics Over Time

Citations per publication by year