review Open AccessTop 1% cited
Support Vector Machines and Kernels for Computational Biology
PLoS Computational Biology · 2008 · Vol. 4(10) · pp. e1000173–e1000173
Asa Ben‐Hur(Colorado State University)Cheng Soon Ong(Max Planck Society)Sören Sonnenburg(Fraunhofer Society)Bernhard Schölkopf(Max Planck Institute for Biological Cybernetics)Gunnar Rätsch✉(Max Planck Society)
Abstract
Art. e1000173, 10 S.
Gene expression and cancer classificationMachine Learning in BioinformaticsBioinformatics and Genomic NetworksComputational biologyComputer scienceVector (molecular biology)Support vector machineBiologyArtificial intelligenceGenetics
MeSH terms
Artificial IntelligenceDecision Support TechniquesPattern Recognition, AutomatedSoftwareStatistics as TopicInformation Storage and RetrievalComputational Biology
Funding
- National Science Foundation
Citations
712
FWCI
12.00
field-weighted impact
References
87
Percentile
99%
vs. same field & year
Citations per year
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References
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PLoS Computational Biology · 2007 · 657 citations
Gene Selection for Cancer Classification using Support Vector Machines
Machine Learning · 2002 · 9,679 citations
WebLogo: A Sequence Logo Generator: Figure 1
Genome Research · 2004 · 12,864 citations
Libsvm : A library for support vector machines
Medical Entomology and Zoology · 2008 · 10,114 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
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