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article Open AccessTop 1% cited

Cutting-plane training of structural SVMs

Machine Learning · 2009 · Vol. 77(1) · pp. 27–59
Thorsten JoachimsThomas FinleyChun-Nam Yu
Natural Language Processing TechniquesTopic ModelingMachine Learning in BioinformaticsSupport vector machineComputer scienceBottleneckArtificial intelligenceCutting-plane methodMachine learningDiscriminative modelRegularization (linguistics)AlgorithmBinary classification

Funding

  • National Science Foundation
Citations
975
FWCI
109.31
field-weighted impact
References
56
Percentile
100%
vs. same field & year
Citations per year
References
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
Statistical Learning Theory
Technometrics · 1999 · 26,915 citations
Libsvm : A library for support vector machines
Medical Entomology and Zoology · 2008 · 10,114 citations
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Cutting-plane training of structural SVMs · Scinovex