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Support vector machines and kernels for computational biology.
Ben-Hur A, Ong CS, Sonnenburg S, Schölkopf B, Rätsch G. Ben-Hur A, et al. Among authors: sonnenburg s. PLoS Comput Biol. 2008 Oct;4(10):e1000173. doi: 10.1371/journal.pcbi.1000173. Epub 2008 Oct 31. PLoS Comput Biol. 2008. PMID: 18974822 Free PMC article. Review. No abstract available.
Improving the Caenorhabditis elegans genome annotation using machine learning.
Rätsch G, Sonnenburg S, Srinivasan J, Witte H, Müller KR, Sommer RJ, Schölkopf B. Rätsch G, et al. Among authors: sonnenburg s. PLoS Comput Biol. 2007 Feb 23;3(2):e20. doi: 10.1371/journal.pcbi.0030020. Epub 2006 Dec 21. PLoS Comput Biol. 2007. PMID: 17319737 Free PMC article.
Accurate splice site prediction using support vector machines.
Sonnenburg S, Schweikert G, Philips P, Behr J, Rätsch G. Sonnenburg S, et al. BMC Bioinformatics. 2007;8 Suppl 10(Suppl 10):S7. doi: 10.1186/1471-2105-8-S10-S7. BMC Bioinformatics. 2007. PMID: 18269701 Free PMC article.
mGene.web: a web service for accurate computational gene finding.
Schweikert G, Behr J, Zien A, Zeller G, Ong CS, Sonnenburg S, Rätsch G. Schweikert G, et al. Among authors: sonnenburg s. Nucleic Acids Res. 2009 Jul;37(Web Server issue):W312-6. doi: 10.1093/nar/gkp479. Epub 2009 Jun 3. Nucleic Acids Res. 2009. PMID: 19494180 Free PMC article.
mGene: accurate SVM-based gene finding with an application to nematode genomes.
Schweikert G, Zien A, Zeller G, Behr J, Dieterich C, Ong CS, Philips P, De Bona F, Hartmann L, Bohlen A, Krüger N, Sonnenburg S, Rätsch G. Schweikert G, et al. Among authors: sonnenburg s. Genome Res. 2009 Nov;19(11):2133-43. doi: 10.1101/gr.090597.108. Epub 2009 Jun 29. Genome Res. 2009. PMID: 19564452 Free PMC article.
Classifying 'drug-likeness' with kernel-based learning methods.
Müller KR, Rätsch G, Sonnenburg S, Mika S, Grimm M, Heinrich N. Müller KR, et al. Among authors: sonnenburg s. J Chem Inf Model. 2005 Mar-Apr;45(2):249-53. doi: 10.1021/ci049737o. J Chem Inf Model. 2005. PMID: 15807485
14 results