Publikationen von N Shervashidze

Shervashidze, N.; Schweitzer, P.; van Leeuwen , E.; Mehlhorn, K.; Borgwardt, M.: Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 12, S. 2539 - 2561 (2011)

Camps-Valls, G.; Shervashidze, N.; Borgwardt, K.: Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters 7 (4), S. 741 - 745 (2010)

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)

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)

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)

Shervashidze, N.; Tsuda, K.: Logistic Regression for Graph Classification. In NIPS 2008: Mini Symposia & Workshops, S. 75. NIPS 2008 Workshop: Structured Input - Structured Output (NIPS SISO 2008), Whistler, BC, Canada, 12. Dezember 2008. (2008)

Borgwardt, K.; Shervashidze, N.: Advanced graph kernels: The Weisfeiler-Lehman Kernel. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)

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)

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)