Publications of N Shervashidze
All genres
Journal Article (2)
1.
Journal Article
12, pp. 2539 - 2561 (2011)
Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 2.
Journal Article
7 (4), pp. 741 - 745 (2010)
Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters Conference Paper (3)
3.
Conference Paper
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
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
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 (3)
6.
Meeting Abstract
12 (Supplement 11), A3. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, July 15, 2011. BioMed Central (2011)
Efficient branch-and-bound techniques for two-locus association mapping. In BMC Bioinformatics, 7.
Meeting Abstract
Invariant Representations of Molecules via Harmonic Analysis on the Symmetric Group. In NIPS 2010 Workshop: Charting Chemical Space: Challenges and Opportunities for AI and Machine Learning, p. 19. NIPS 2010 Workshop: Charting Chemical Space: Challenges and Opportunities for AI and Machine Learning, Whistler, BC, Canada, December 11, 2010 - December 12, 2010. (2010)
8.
Meeting Abstract
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)
9.
Talk
Advanced graph kernels: The Weisfeiler-Lehman Kernel. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
10.
Talk
Advanced graph kernels: Graphlet Kernels. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
Poster (1)
11.
Poster
A flowering-time gene network model for association analysis in Arabidopsis thaliana. German Conference on Bioinformatics (GCB 2009), Halle, Germany (2009)