Sören Sonnenburg

2008
14	EE	Vojtech Franc, Sören Sonnenburg: Optimized cutting plane algorithm for support vector machines. ICML 2008: 320-327
13	EE	Sören Sonnenburg, Alexander Zien, Petra Philips, Gunnar Rätsch: POIMs: positional oligomer importance matrices - understanding support vector machine-based signal detectors. ISMB 2008: 6-14
2006
12	EE	Sören Sonnenburg, Alexander Zien, Gunnar Rätsch: ARTS: accurate recognition of transcription starts in human. ISMB (Supplement of Bioinformatics) 2006: 472-480
11	EE	Gunnar Rätsch, Sören Sonnenburg: Large Scale Hidden Semi-Markov SVMs. NIPS 2006: 1161-1168
10	EE	Konrad Rieck, Pavel Laskov, Sören Sonnenburg: Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees. NIPS 2006: 1177-1184
9	EE	Sören Sonnenburg, Gunnar Rätsch, Christin Schäfer, Bernhard Schölkopf: Large Scale Multiple Kernel Learning. Journal of Machine Learning Research 7: 1531-1565 (2006)
2005
8	EE	Sören Sonnenburg, Gunnar Rätsch, Bernhard Schölkopf: Large scale genomic sequence SVM classifiers. ICML 2005: 848-855
7	EE	Gunnar Rätsch, Sören Sonnenburg, Bernhard Schölkopf: RASE: recognition of alternatively spliced exons in C.elegans. ISMB (Supplement of Bioinformatics) 2005: 369-377
6	EE	Sören Sonnenburg, Gunnar Rätsch, Christin Schäfer: A General and Efficient Multiple Kernel Learning Algorithm. NIPS 2005
5	EE	Sören Sonnenburg, Gunnar Rätsch, Christin Schäfer: Learning Interpretable SVMs for Biological Sequence Classification. RECOMB 2005: 389-407
4	EE	Klaus-Robert Müller, Gunnar Rätsch, Sören Sonnenburg, Sebastian Mika, Michael Grimm, Nikolaus Heinrich: Classifying 'Drug-likeness' with Kernel-Based Learning Methods. Journal of Chemical Information and Modeling 45(2): 249-253 (2005)
2002
3	EE	Sören Sonnenburg, Gunnar Rätsch, Arun K. Jagota, Klaus-Robert Müller: New Methods for Splice Site Recognition. ICANN 2002: 329-336
2	EE	Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel from Probabilistic Models. Neural Computation 14(10): 2397-2414 (2002)
2001
1	EE	Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel From Probabilistic Models. NIPS 2001: 977-984

Coauthor Index

1	Vojtech Franc	[14]
2	Michael Grimm	[4]
3	Nikolaus Heinrich	[4]
4	Arun K. Jagota	[3]
5	Motoaki Kawanabe	[1] [2]
6	Pavel Laskov	[10]
7	Sebastian Mika	[4]
8	Klaus-Robert Müller	[1] [2] [3] [4]
9	Petra Philips	[13]
10	Gunnar Rätsch	[1] [2] [3] [4] [5] [6] [7] [8] [9] [11] [12] [13]
11	Konrad Rieck	[10]
12	Christin Schäfer	[5] [6] [9]
13	Bernhard Schölkopf	[7] [8] [9]
14	Koji Tsuda	[1] [2]
15	Alexander Zien	[12] [13]