Publications of N Shervashidze

Journal Article (2)

1.
Journal Article
Shervashidze, N.; Schweitzer, P.; van Leeuwen , E.; Mehlhorn, K.; Borgwardt, M.: Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 12, pp. 2539 - 2561 (2011)
2.
Journal Article
Camps-Valls, G.; Shervashidze, N.; Borgwardt, K.: Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters 7 (4), pp. 741 - 745 (2010)

Conference Paper (3)

3.
Conference Paper
Shervashidze, N.; Borgwardt, K.: Fast subtree kernels on graphs. In: Advances in Neural Information Processing Systems 22, pp. 1660 - 1668 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)
4.
Conference Paper
Kondor, R.; Shervashidze, N.; Borgwardt, K.: The graphlet spectrum. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 529 - 536 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
5.
Conference Paper
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), pp. 488 - 495 (Eds. Van Dyk, D.; Welling, M.). Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), Clearwater Beach, FL, USA, April 16, 2009 - April 18, 2009. MIT Press, Cambridge, MA, USA (2009)

Meeting Abstract (2)

6.
Meeting Abstract
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, July 15, 2011. BioMed Central (2011)
7.
Meeting Abstract
Shervashidze, N.; Tsuda, K.: Logistic Regression for Graph Classification. In NIPS 2008: Mini Symposia & Workshops, p. 75. NIPS 2008 Workshop: Structured Input - Structured Output (NIPS SISO 2008), Whistler, BC, Canada, December 12, 2008. (2008)

Talk (2)

8.
Talk
Borgwardt, K.; Shervashidze, N.: Advanced graph kernels: The Weisfeiler-Lehman Kernel. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
9.
Talk
Borgwardt, K.; Shervashidze, N.; Vishwanathan, S.; Petri, T.; Mehlhorn, K.: Advanced graph kernels: Graphlet Kernels. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)

Poster (1)

10.
Poster
Klotzbücher, K.; Kobayashi, Y.; Shervashidze, N.; Borgwardt, K.; Weigel, D.: A flowering-time gene network model for association analysis in Arabidopsis thaliana. German Conference on Bioinformatics (GCB 2009), Halle, Germany (2009)
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