Publikationen:
Maschinelles Lernen in der Biologie
Zeitschriftenartikel (6)
1.
Zeitschriftenartikel
13, S. 723 - 773 (2012)
A Kernel Two-Sample Test. Journal of Machine Learning Research 2.
Zeitschriftenartikel
13, S. 1393 - 1434 (2012)
Feature Selection via Dependence Maximization. Journal of Machine Learning Research 3.
Zeitschriftenartikel
8 (1), S. 1 - 9 (2012)
Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies. PLoS Computational Biology 4.
Zeitschriftenartikel
8 (10), S. 833 - 835 (2011)
FaST linear mixed models for genome-wide association studies. Nature Methods 5.
Zeitschriftenartikel
12, S. 2539 - 2561 (2011)
Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 6.
Zeitschriftenartikel
7 (1), S. 1 - 10 (2011)
Joint Genetic Analysis of Gene Expression Data with Inferred Cellular Phenotypes. PLoS Genetics Konferenzbeitrag (3)
7.
Konferenzbeitrag
Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, S. 323 - 326 (Hg. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, 03. Januar 2012 - 07. Januar 2012. World Scientific Publishing, Singapore (2012)
8.
Konferenzbeitrag
Two-locus association mapping in subquadratic time. In: 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), S. 726 - 734 (Hg. Apté, C.; Ghosh, J.; Smyth, P.). 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA. ACM Press, New York, NY, USA (2011)
9.
Konferenzbeitrag
27 (13), S. i214 - i221 (2011)
Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria, 17. Juli 2011 - 19. Juli 2011. Bioinformatics Vortrag (2)
10.
Vortrag
Exploiting NGS technologies for efficient and accurate genotype to phenotype mapping in plant systems. XVth Meeting of the EUCARPIA Section: Biometrics in Plant Breeding, Stuttgart-Hohenheim, Germany (2012)
11.
Vortrag
Two-locus association mapping in subquadratic time. Seminar Series: European Molecular Biology Laboratory, Heidelberg, Germany (2011)