Publikationen von G Rätsch

Sonnenburg, S.; Schweikert, G.; Philips, P.; Behr, J.; Rätsch, G.: 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 8 (Supplement 10), S7, (2007)

Rätsch, G.; Hepp, B.; Schulze, U.; Ong, C.: PALMA: Perfect Alignments using Large Margin Algorithms. In: German Conference on Bioinformatics 2006 (GCB 2006), S. 104 - 113 (Hg. Huson, D.; Kohlbacher, O.; Lupas, A.; Nieselt, K.; Zell, A.). German Conference on Bioinformatics (GCB 2006), Tübingen, Germany, 19. September 2006 - 22. September 2006. Gesellschaft für Informatik, Bonn, Germany (2006)

Shin, H.; Hill, N.; Rätsch, G.; Rätsch, G.: Graph Based Semi-Supervised Learning with Sharper Edges. In: Machine Learning: ECML 2006: 17th European Conference on Machine Learning Berlin, Germany, September 18-22, 2006, S. 401 - 412 (Hg. Fürnkranz, J.; Scheffer, T.; Spiliopoulou, M.). 17th European Conference on Machine Learning (ECML 2006), Berlin, Germany, 18. September 2006 - 22. September 2006. Springer, Berlin, Germany (2006)

Sonnenburg, S.; Zien, A.; Rätsch, G.: 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 22 (14), H-56, S. e472 - e480 (2006)

Rätsch, G.; Sonnenburg, S.; Schäfer, C.: Learning interpretable SVMs for biological sequence classification. NIPS Workshop on New Problems and Methods in Computational Biology, Whistler, Canada, 08. Dezember 2004. BMC Bioinformatics 7 (Supplement 1), S9, (2006)

Rätsch, G.: The Solution of Semi-Infinite Linear Programs Using Boosting-Like Methods. In: Discovery Science: 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, S. 15 (Hg. Todorovsky, L.; Lavrač , N.; Jantke, K.). International Conference on Discovery Science (DS 2006), Barcelona, Spain, 06. Oktober 2006 - 10. Oktober 2006. Springer, Berlin, Germany (2006)

Sonnenburg, S.; Rätsch, G.; Schölkopf, B.: 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)

Rätsch, G.; Sonnenburg, S.; Schölkopf, B.: 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 21 (Supplement 1), S. i369 - i377 (2005)

Sonnenburg, S.; Rätsch, G.; Schäfer, C.: 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)

Schultheiss, S.; Jean, G.; Behr, J.; Bohnert, R.; Drewe, P.; Görnitz, N.; Kahles, A.; Mudrakarta, P.; Sreedharan, V.; Zeller, G. et al.; Rätsch, G.: Oqtans: a Galaxy-integrated workflow for quantitative transcriptome analysis from NGS Data. In BMC Bioinformatics, 12 (Supplement 11), A7. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, 15. Juli 2011. BioMed Central (2011)

Gan, X.; Behr, J.; Steffen, J.; Hildebrand, K.; Allchin, L.; Goodstadt, L.; Stegle, O.; Drewe, P.; Lyngsoe, R.; Sreedharan, V. et al.; Osborne, E.; Toomajian, C.; Kover, P.; Rätsch, G.; Clark, R.; Mott, R.: Accurate Sequencing of 18 Genomes of Arabidopsis thaliana and Its Use in Imputing the Genome Sequences of Over 600 MAGIC Recombinant Inbred Lines. In 22nd International Conference on Arabidopsis Research (ICAR 2011), 22, S. 78. 22nd International Conference on Arabidopsis Research (ICAR 2011), Madison, WI, USA, 22. Juni 2011 - 25. Juni 2011. (2011)

Bohnert, R.; Behr, J.; Kahles, A.; Jean, G.; Raetsch, G.: Oonline transcriptome analysis http://galaxy.tuebingen.mpg.de. In 2010 Meeting on the Biology of Genomes, S. 257. 2010 Meeting on the Biology of Genomes, Cold Spring Harbor, NY, USA, 11. Mai 2010 - 15. Mai 2010. (2010)

Schultheiss, S.; Busch, W.; Lohmann, J.; Kohlbacher, O.; Rätsch, G.: KIRMES: kernel-based identification of regulatory modules in euchromatic sequences. In BMC Bioinformatics, 10 (Supplement 13), O1. 5th International Society for Computational Biology Student Council (ISCB 2009) at the Symposium at the 17th Annual International Conference on Intelligent Systems for Molecular Biology and the 8th European Conference on Computational Biology, Stockholm, Sweden, 27. Juni 2009. BioMed Central (2009)

Rätsch, G.; Sonnenburg, S.; Ong, C.: 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)

Bohnert, R.; Zeller, G.; Clark, R.; Childs, K.; Ulat, V.; Stokowski, R.; Ballinger , D.; Frazer, K.; Cox, D.; Bruskiewich, R. et al.; Buell, C.; Leach, J.; Leung, H.; McNally, K.; Weigel, D.; Rätsch, G.: Revealing sequence variation patterns in rice with machine learning methods. In BMC Bioinformatics, 9 (Supplement 10), O8. Fourth International Society for Computational Biology Student Council Symposium (ISCB 2008) , Toronto, Canada, 18. Juli 2008. BioMed Central (2008)

Rätsch, G.; Clark, L.; Toomajian, C.; Ossowski, S.; Zeller, G.; Shinn, P.; Warthmann, N.; Hu, T.; Fu, G.; Hinds, D. et al.; Cheng, H.; Frazer, K.; Huson, D.; Schölkopf, B.; Nordborg, M.; Ecker, J.; Weigel, D.; Schneeberger, K.; Bohlen, A.: Discovering Common Sequence Variation in Arabidopsis thaliana. In 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008). 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, 19. Juli 2008 - 23. Juli 2008. (2008)

Sonnenburg, S.; De Bona, F.; Rätsch, G.: 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)

Behr, J.; Bohnert, R.; Kahles, A.; Rätsch, G.: Simultaneous RNA-seq-based Transcript Inference and Quantification Using Mixed Integer Programming. NIPS 2011 Workshop Machine Learning in Computational Biology , Sierra Nevada, Spain (2011)

Rätsch, G.: Transfer Learning Methods and Applications in Computational Biology. NIPS 2009 Workshop on Transfer Learning for Structured Data (TLSD-09), Whistler, BC, Canada (2009)

Rätsch, G.: Boosting, Margins and Beyond. Annual Belgian-Dutch Machine Learning Conference (Benelearn 2008), Spa, Belgium (2008)