Publikationen von S Sonnenburg
Alle Typen
Zeitschriftenartikel (9)
1.
Zeitschriftenartikel
11, S. 1799 - 1802 (2010)
The SHOGUN Machine Learning Toolbox. Journal of Machine Learning Research 2.
Zeitschriftenartikel
19 (11), S. 2133 - 2143 (2009)
mGene: Accurate SVM-based gene finding with an application to nematode genomes. Genome Research 3.
Zeitschriftenartikel
37 (Supplement 2), S. W312 - W316 (2009)
mGene.web: a web service for accurate computational gene finding. Nucleic Acids Research (London) 4.
Zeitschriftenartikel
4 (10), e1000173 (2008)
Support Vector Machines and Kernels for Computational Biology. PLoS Computational Biology 5.
Zeitschriftenartikel
8, S. 2443 - 2466 (2007)
The Need for Open Source Software in Machine Learning. The Journal of Machine Learning Research 6.
Zeitschriftenartikel
3 (2 ), e20, S. 0313 - 0322 (2007)
Improving the Caenorhabditis elegans Genome Annotation Using Machine Learning. PLoS Computational Biology 7.
Zeitschriftenartikel
7, S. 1531 - 1565 (2006)
Large Scale Multiple Kernel Learning. The Journal of Machine Learning Research 8.
Zeitschriftenartikel
45 (2), S. 249 - 253 (2005)
Classifying "drug-likeness" with kernel-based learning methods. Journal of Chemical Information and Modeling 9.
Zeitschriftenartikel
14 (10), S. 2397 - 2414 (2002)
A New Discriminative Kernel from Probabilistic Models. Neural computation Konferenzbeitrag (8)
10.
Konferenzbeitrag
The Feature Importance Ranking Measure. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II, S. 694 - 709 (Hg. Buntine, W.; Grobelnik, M.; Mladenić, D.; Shawe-Taylor, J.). 16th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), Bled, Slovenia, 07. September 2009 - 11. September 2009. Springer, Berlin, Germany (2009)
11.
Konferenzbeitrag
24 (13), S. i6 - i14 (2008)
POIMs: positional oligomer importance matrices: understanding support vector machine-based signal detectors. 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, 19. Juli 2008 - 23. Juli 2008. Bioinformatics 12.
Konferenzbeitrag
8 (Supplement 10), S7, (2007)
Accurate Splice site Prediction Using Support Vector Machines. NIPS 2006 Workshop on New Problems and Methods in Computational Biology, Whistler, Canada, 08. Dezember 2006. BMC Bioinformatics 13.
Konferenzbeitrag
22 (14), H-56, S. e472 - e480 (2006)
ARTS: Accurate Recognition of Transcription Starts in Human. 14th International Conference on Intelligent Systems for Molecular Biology (ISMB 2006), Fortaleza, Brazil, 06. August 2006 - 10. August 2006. Bioinformatics 14.
Konferenzbeitrag
7 (Supplement 1), S9, (2006)
Learning interpretable SVMs for biological sequence classification. NIPS Workshop on New Problems and Methods in Computational Biology, Whistler, Canada, 08. Dezember 2004. BMC Bioinformatics 15.
Konferenzbeitrag
Large Scale Genomic Sequence SVM Classifiers. In: ICML '05: the 22nd international conference on Machine learning, S. 848 - 855 (Hg. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM Press, New York, NY, USA (2005)
16.
Konferenzbeitrag
21 (Supplement 1), S. i369 - i377 (2005)
RASE: recognition of alternatively spliced exons in C.elegans. Thirteenth International Conference on Intelligent Systems for Molecular Biology (ISBM 2005), Detroit, MI, USA, 25. Juni 2005 - 29. Juni 2005. Bioinformatics 17.
Konferenzbeitrag
Learning interpretable SVMs for biological sequence classification. In: Research in Computational Molecular Biology: 9th Annual International Conference, RECOMB 2005, Cambridge, MA, USA, May 14-18, 2005, S. 389 - 407 (Hg. Miyano, S.; Mesirov, J.; Kasif, S.; Istrail, S.; Pevzner, P. et al.). 9th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2005), Cambridge, MA, USA, 14. Mai 2005 - 18. Mai 2005. Springer, Berlin, Germany (2005)
Meeting Abstract (2)
18.
Meeting Abstract
Support Vector Machines and Kernels for Computational Biology. In 17th Annual International Conference on Intelligent Systems for Molecular Biology and 8th European Conference on Computational Biology (ISMB/ECCB 2009), AM3. 17th Annual International Conference on Intelligent Systems for Molecular Biology and 8th European Conference on Computational Biology (ISMB/ECCB 2009), Stockholm, Sweden, 27. Juni 2009 - 02. Juli 2009. (2009)
19.
Meeting Abstract
SHOGUN: A Large Scale Machine Learning Toolbox. In The R User Conference 2006: 2nd International R User Conference, S. 154. 2nd International R User Conference (useR! 2006), Wien, Austria, 15. Juni 2006 - 17. Juni 2006. (2006)
Poster (2)
20.
Poster
Fast and Accurate RNA-Seq alignments with PALMapper. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB ECCB 2011), Wien, Austria (2011)