Bernhard Schölkopf - Concepedia

Author

Bernhard Schölkopf

Max Planck Institute for Intelligent Systems ORCID

Also Known As

Abbati, G, B Schölkopf, B. Scholkopf, B. Schölkopf, BERNHARD SCHÖLKOPF, Bauer, Stefan, Bernhard Schcolkopf, Bernhard Schoelkopf, Bernhard Scholkopf, Bernhard Schölkopf

1.5K

Publications

145.4K

Citations

141

H-Index

477

Concepts

All Affiliations

Max Planck Institute for Intelligent Systems Max Planck Society Max Planck Institute for Biological Cybernetics University of Tübingen ETH Zurich

About

Bernhard Schölkopf is an author at Max Planck Institute for Intelligent Systems specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	91	250	77.8K
2	Health Sciences	20	28	1.7K
3	Business	15	15	2.1K
4	Education	5	5	202
5	Arts	2	2	508

Bernhard Schölkopf

459

Publications

110.2K

Citations

122

H-Index

Page 1

	Year	Citations
A tutorial on support vector regression Alex Smola, Bernhard Schölkopf Statistics and Computing Support Vector MachineEngineeringPattern RecognitionPredictive AnalyticsSupport Vector Regression	2004	12.6K
Nonlinear Component Analysis as a Kernel Eigenvalue Problem Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller Neural Computation Image AnalysisMachine LearningData ScienceMachine VisionPattern Recognition	1998	8K
Support vector machines Marti A. Hearst, Susan Dumais, E. Osuna, IEEE Intelligent Systems and their Applications EngineeringMachine LearningBiometricsText MiningNatural Language Processing	1998	6.7K
Advances in kernel methods: support vector learning Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola International Conference on Neural Information Processing Support VectorEngineeringMachine LearningSupport Vector LearningSupport Vector Machine	1999	5.8K
Estimating the Support of a High-Dimensional Distribution Bernhard Schölkopf, John Platt, John Shawe‐Taylor, Neural Computation Mathematical ProgrammingEngineeringMachine LearningData ScienceData Mining	2001	5.8K
Learning with Local and Global Consistency Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, MPG.PuRe (Max Planck Society)	2003	3.7K
An introduction to kernel-based learning algorithms K. Müller, Gunnar Rätsch, Koji Tsuda, IEEE Transactions on Neural Networks Fisher Discriminant AnalysisEngineeringMachine LearningBiometricsDna Analysis	2001	3.5K
New Support Vector Algorithms Bernhard Schölkopf, Alex Smola, Robert C. Williamson, Neural Computation EngineeringMachine LearningVector ProcessingSupport Vector MachineClassification Method	2000	2.8K
Fisher discriminant analysis with kernels Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Fisher Discriminant AnalysisEngineeringMachine LearningBiometricsKernel Trick	2003	2.7K
A gene expression map of Arabidopsis thaliana development Markus Schmid, Timothy S. Davison, Stefan R. Henz, Nature Genetics Plant Molecular BiologyPlant GeneticsPlant Gene ExpressionDevelopmental BiologyFunctional Genomics	2005	2.5K

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