Publications of G Rätsch

Sonnenburg, S.; Rätsch, G.; Henschel, S.; Widmer, C.; Behr, J.; Zien, A.; De Bona, F.; Binder, A.; Gehl, C.; Franc, V.: The SHOGUN Machine Learning Toolbox. Journal of Machine Learning Research 11, pp. 1799 - 1802 (2010)

Stegle, O.; Drewe, P.; Bohnert, R.; Borgwardt, K.; Rätsch, G.: Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. Nature Precedings 2010 (2010)

Schweikert, G.; Zien, A.; Zeller, G.; Behr, J.; Dieterich, C.; Ong, C.; Philips, P.; De Bona, F.; Hartmann, L.; Bohlen, A. et al.; Krüger, N.; Sonnenburg, S.; Rätsch, G.: mGene: Accurate SVM-based gene finding with an application to nematode genomes. Genome Research 19 (11), pp. 2133 - 2143 (2009)

Schultheiss, S.; Busch, W.; Lohmann, J.; Kohlbacher, O.; Rätsch, G.: KIRMES: kernel-based identification of regulatory modules in euchromatic sequences. Bioinformatics 25 (16), pp. 2126 - 2133 (2009)

McNally, K.; Childs, K.; Bohnert, R.; Davidson, R.; Zhao, K.; Ulat, V.; Zeller, G.; Clark, R.; Hoen, T.; Bureau, D. et al.; Stokowski, R.; Ballinger, D.; Frazer, K.; Cox, D.; Padhukasahasram, B.; Bustamante, C.; Weigel, D.; Mackill, D.; Bruskiewich, R.; Rätsch, G.; Buell, C.; Leung, H.; Leach, J.: Genomewide SNP variation reveals relationships among landraces and modern varieties of rice. Proceedings of the National Academy of Sciences of the United States of America 106 (30), pp. 12273 - 12278 (2009)

Schweikert, G.; Behr, J.; Zien, A.; Zeller, G.; Ong, C.; Sonnenburg, S.; Rätsch, G.: mGene.web: a web service for accurate computational gene finding. Nucleic Acids Research (London) 37 (Supplement 2), pp. W312 - W316 (2009)

Zeller, G.; Henz, S.; Widmer, C.; Sachsenberg, T.; Rätsch, G.; Weigel, D.; Laubinger, S.: Stress-induced changes in the Arabidopsis thaliana transcriptome analyzed using whole-genome tiling arrays. The Plant Journal 58 (6), pp. 1068 - 1082 (2009)

Graf, A.; Bousquet, O.; Rätsch, G.; Rätsch, G.; Schölkopf, B.: Prototype Classification: Insights from Machine Learning. Neural computation 21 (1), pp. 272 - 300 (2009)

Naouar, N.; Vandepoele, K.; Lammens, T.; Casneuf, T.; Zeller, G.; van Hummelen, P.; Weigel, D.; Rätsch, G.; Inzé, D.; Kuiper, N. et al.; De Veylder, L.; Vuylsteke, M.: Quantitative RNA expression analysis with Affymetrix Tiling 1.0R arrays identifies new E2F target genes. The Plant Journal 57 (1), pp. 184 - 194 (2009)

Rätsch, G.; Bohnert, R.: Moderne Methoden zur Rekonstruktion von Transkriptomen: Modern methods for transcriptome reconstruction. Jahrbuch der Max-Planck-Gesellschaft 2008/2009 (2009)

Ben-Hur, A.; Ong, C.; Sonnenburg, S.; Schölkopf, B.; Rätsch, G.: Support Vector Machines and Kernels for Computational Biology. PLoS Computational Biology 4 (10), e1000173 (2008)

De Bona, F.; Ossowski, S.; Schneeberger, K.; Rätsch, G.: Optimal spliced alignments of short sequence reads. Bioinformatics 24 (16), pp. i174 - i180 (2008)

Laubinger, S.; Zeller, G.; Henz, S.; Sachsenberg, T.; Widmer, C.; Naouar, N.; Vuylsteke, M.; Schölkopf, B.; Rätsch, G.; Weigel, D.: At-TAX: A Whole Genome Tiling Array Resource for Developmental Expression Analysis and Transcript Identification in Arabidopsis thaliana. Genome Biology 9 (7), R112 (2008)

Laubinger, S.; Sachsenberg, T.; Zeller, G.; Busch, W.; Lohmann, J.; Rätsch, G.; Weigel, D.: Dual roles of the nuclear cap-binding complex and SERRATE in pre-mRNA splicing and microRNA processing in Arabidopsis thaliana. Proceedings of the National Academy of Sciences of the United States of America 105 (25), pp. 8795 - 8800 (2008)

Zeller, G.; Clark, R.; Schneeberger, K.; Bohlen, A.; Weigel, D.; Rätsch, G.: Detecting polymorphic regions in Arabidopsis thaliana with resequencing microarrays. Genome Research 18 (6), pp. 918 - 929 (2008)

Sonnenburg, S.; Braun, M.; Ong, C.; Bengio, S.; Bottou, L.; Holmes , G.; LeCun, Y.; Müller, K.-R.; Pereira, F.; Rasmussen, C. et al.; Rätsch, G.; Schölkopf, B.; Smola, A.; Vincent , P.; Weston, J.; Williamson, R.: The Need for Open Source Software in Machine Learning. The Journal of Machine Learning Research 8, pp. 2443 - 2466 (2007)

Clark, R.; Schweikert, G.; Toomajian, C.; Ossowski , S.; Zeller, G.; Shinn, P.; Warthmann, N.; Hu, T.; Fu, G.; Hinds, D. et al.; Chen, H.; Frazer, K.; Huson, D.; Schölkopf, B.; Nordborg, M.; Rätsch, G.; Ecker, J.; Weigel, D.: Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana. Science 317 (5836), pp. 338 - 342 (2007)

Schulze, U.; Hepp, B.; Ong, C.; Rätsch, G.: PALMA: mRNA to Genome Alignments using Large Margin Algorithms. Bioinformatics 23 (15), pp. 1892 - 1900 (2007)

Rätsch, G.; Niebergall, H.; Hauenstein, L.; Reber, A.: Spinalanästhesie in der Tageschirurgie: Optimierung der Abläufe. Anaesthesist 56 (4), pp. 322 - 327 (2007)

Rätsch, G.; Sonnenburg, S.; Srinivasan , J.; Witte, H.; Müller, K.-R.; Sommer, R.; Schölkopf, B.: Improving the Caenorhabditis elegans Genome Annotation Using Machine Learning. PLoS Computational Biology 3 (2 ), e20, pp. 0313 - 0322 (2007)