Machine Learning and Computational Biology

Journal Article (4)

Journal Article
Karaletsos, T.; Stegle, O.; Dreyer, C.; Winn, J.; Borgwardt, K.: ShapePheno: Unsupervised extraction of shape phenotypes from biological image collections. Bioinformatics 28 (7), pp. 1001 - 1008 (2012)
Journal Article
Gretton, A.; Borgwardt, K.; Rasch, M.; Schölkopf, B.; Smola, A.: A Kernel Two-Sample Test. Journal of Machine Learning Research 13, pp. 723 - 773 (2012)
Journal Article
Song, L.; Smola, A.; Gretton, A.; Bedo, J.; Borgwardt, K.: Feature Selection via Dependence Maximization. Journal of Machine Learning Research 13, pp. 1393 - 1434 (2012)
Journal Article
Fusi, N.; Stegle, O.; Lawrence, N.: Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies. PLoS Computational Biology 8 (1), pp. 1 - 9 (2012)

Conference Paper (1)

Conference Paper
Stegle, O.; Roth, F.; Morris, Q.; Listgarten, J.: Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, pp. 323 - 326 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, January 03, 2012 - January 07, 2012. World Scientific Publishing, Singapore (2012)

Talk (1)

Stegle, O.: 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)
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