Publikationen von K Borgwardt

Achlioptas, P.; Schölkopf, B.; Borgwardt, K.: 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, 21. August 2011 - 24. August 2011. ACM Press, New York, NY, USA (2011)

Kam-Thong, T.; Pütz, B.; Karbalai, N.; Müller−Myhsok, B.; Borgwardt, K.: 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 27 (13), S. i214 - i221 (2011)

Lei, L.; Rakitsch, B.; Borgwardt, K.: ccSVM: correcting Support Vector Machines for confounding factors in biological data classification. 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 27 (13), S. i342 - i348 (2011)

Shervashidze, N.; Borgwardt, K.: Fast subtree kernels on graphs. In: Advances in Neural Information Processing Systems 22, S. 1660 - 1668 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Stegle, O.; Denby, K.; Wild, D.; McHattie, S.; Mead, A.; Ghahramani, Z.; Borgwardt, K.: Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series. In: German Conference on Bioinformatics: GCB 2009, S. 133 - 142 (Hg. Grosse, I.; Neumann, S.; Posch, S.; Schreiber, F.; Stadler, P.). German Conference on Bioinformatics 2009 (GCB 2009), Halle, Germany, 28. September 2009 - 30. September 2009. Gesellschaft für Informatik, Bonn, Germany (2009)

Kondor, R.; Shervashidze, N.; Borgwardt, K.: The graphlet spectrum. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, S. 529 - 536 (Hg. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, 14. Juni 2009 - 18. Juni 2009. ACM Press, New York, NY, USA (2009)

Stegle, O.; Denby, K.; Wild, D.; Ghahramani, Z.; Borgwardt, K.: A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series. In: Research in Computational Molecular Biology: 13th Annual International Conference, RECOMB 2009, Tucson, AZ, USA, May 18-21, 2009, S. 201 - 216 (Hg. Batzoglou, S.). 13th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2009), Tucson, AZ, USA, 18. Mai 2009 - 21. Mai 2009. Springer, Berlin, Germany (2009)

Thoma, M.; Cheng, H.; Gretton, A.; Han, J.; Kriegel, H.-P.; Smola, A.; Song, L.; Yu, P.; Yan, X.; Borgwardt, K.: Near-optimal supervised feature selection among frequent subgraphs. In: 9th SIAM Conference on Data Mining (SDM 2009), S. 1076 - 1087 (Hg. Park, H.; Parthasarathy, S.; Liu, H.). 9th SIAM Conference on Data Mining (SDM 2009), Sparks, NV, USA, 30. April 2009 - 02. Mai 2009. Philadelphia, PA, USA, Society for Industrial and Applied Mathematics (2009)

Lippert, C.; Stegle, O.; Ghahramani, Z.; Borgwardt, K.: A kernel method for unsupervised structured network inference. In: Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), S. 368 - 375 (Hg. Van Dyk, D.; Welling, M.). Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), Clearwater Beach, FL, USA, 16. April 2009 - 18. April 2009. MIT Press, Cambridge, MA, USA (2009)

Shervashidze, N.; Vishwanathan, S.; Petri, T.; Mehlhorn, K.; Borgwardt, K.: Efficient Graphlet Kernels for Large Graph Comparison. In: Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), S. 488 - 495 (Hg. Van Dyk, D.; Welling, M.). Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), Clearwater Beach, FL, USA, 16. April 2009 - 18. April 2009. MIT Press, Cambridge, MA, USA (2009)

Rödelsperger, C.; McGaughran, A.; Moreno, E.; Morgan, K.; Meyer, J.; Grimm, D.; Borgwardt, K.; Leaver, M.; Sommer, R.: Genome-wide patterns of selection in the nematode Pristionchus pacificus. In 15th Congress of the European Society for Evolutionary Biology (ESEB 2015), 52647, S. 237. 15th Congress of the European Society for Evolutionary Biology (ESEB 2015), Lausanne, Switzerland, 10. August 2015 - 14. August 2015. (2015)

Grimm, D.; Bodenham, D.; Gieraths, U.; Sugiyama, M.; Rowan, B.; Borgwardt, K.: Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. In 23rd Annual International Conference on Intelligent Systems for Molecular Biology, 14th European Conference on Computational Biology (ISMB ECCB 2015), TP021. 23rd Annual International Conference on Intelligent Systems for Molecular Biology, 14th European Conference on Computational Biology (ISMB ECCB 2015), Dublin, Ireland, 10. Juli 2015 - 15. Juli 2015. (2015)

Llinares-López, F.; Grimm, D.; Bodenham, D.; Gieraths, U.; Sugiyama, M.; Rowan, B.; Borgwardt, K.: Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. In 14th Annual International Conference On Critical Assessment of Massive Data Analysis (CAMDA), S. 57 - 58. 14th Annual International Conference On Critical Assessment of Massive Data Analysis (CAMDA 2015) at ISMB, Dublin, Ireland, 10. Juli 2015 - 11. Juli 2015. (2015)

Azencott, C.; Grimm, D.; Smoller, J.; Duncan, L.; Borgwardt, K.: Beware of circularity: A critical assessment of the state of the art in deleteriousness prediction of missense variants. In 64th Annual Meeting of the American Society of Human Genetics (ASHG 2014), 167, S. 56. 64th Annual Meeting of the American Society of Human Genetics (ASHG 2014), San Diego, CA, USA, 18. Oktober 2014 - 24. Oktober 2014. (2014)

Azencott, C.-A.; Grimm, D.; Sugiyama, M.; Kawahara, Y.; Borgwardt, K.: Efficient network-guided multi-locus association mapping with graph cuts. In MLSB13: Seventh Workshop on Machine Learning in Systems Biology, S. 31. Seventh Workshop on Machine Learning in Systems Biology (MLSB 2013) at the 21st Annual International Conference on Intelligent Systems in Molecular Biology (ISMB), Berlin, Germany, 19. Juli 2013 - 20. Juli 2013. (2013)

Priebe, L.; Wolf, C.; Alexander, M.; Karbalai, N.; Fröhlich, H.; Stegle, O.; Kriegel, A.; Sander, T.; Czamara, D.; Mattheisen, M. et al.; Pütz, B.; Hillmer, A.; Altmann, A.; Kluck, N.; Schölkopf, B.; Borgwardt, K.; Schramm, J.; Hoffmann, P.; Becker, A.; Nöthen, M.; Müller-Myhsok, B.; Cichon, S.: Mapping genetic and epigenetic factors influencing human hippocampal gene expression. In European journal of human genetics, 20 (Supplement 1), C08-5, S. 27. European Human Genetics Conference (ESHG 2012), Nürnberg, Germany, 23. Juni 2012 - 26. Juni 2012. Nature Publishing Group (2012)

Klotzbücher, K.; Kobayashi, Y.; Shervashidze, N.; Stegle, O.; Müller-Myhsok, B.; Weigel, D.; Borgwardt, K.: Efficient branch-and-bound techniques for two-locus association mapping. In BMC Bioinformatics, 12 (Supplement 11), A3. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, 15. Juli 2011. BioMed Central (2011)

Azencott, C.-A.; Borgwardt, K.: Data Mining in Bioinformatics: Graph Mining in Chemoinformatics. Data Mining in Bioinformatics (2013/14), Tübingen, Germany (2014)

Azencott, C.-A.; Borgwardt, K.: Data Mining in Bioinformatics: Clustering in Bioinformatics Clustering Gene Expression Data. Data Mining in Bioinformatics (2013/14), Tübingen, Germany (2014)

Borgwardt, K.: Data Mining in the Life Sciences: The Path to Personalized Medicine. Machine Learning for Personalized Medicine ITN Summer School, Tübingen, Germany (2013)