Publikationen von K Tsuda

Kin, T.; Kato, T.; Tsuda, K.: Protein Classification via Kernel Matrix Completion. In: Kernel Methods in Computational Biology, S. 261 - 274 (Hg. Schölkopf, B.; Tsuda, K.; Vert, J.-P.). MIT Press, Cambridge, MA, USA (2004)

Vert, J.; Tsuda, K.; Schölkopf, B.: A Primer on Kernel Methods. In: Kernel methods in computational biology, S. 35 - 70 (Hg. Schölkopf, B.; Tsuda, K.; Vert, J.). MIT Press, Cambridge, MA, USA (2004)

Müller, K.; Mika, S.; Rätsch, G.; Tsuda, K.; Schölkopf, B.: An Introduction to Kernel-Based Learning Algorithms. In: Handbook of neural network signal processing: Neural network signal processing, 4, S. 95 - 134 (Hg. Hu, Y.; Hwang, J.-N.; Perry, S.). CRC Press, Boca Raton, FL, USA (2002)

Chechik, G.; Leslie, C.; Noble, W.; Rätsch, G.; Morris, Q.; Tsuda, K. (Hg.): NIPS workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, 8). NIPS Workshop on New Problems and Methods in Computational Biology 2006, Whistler, Canada, 08. Dezember 2006. (2007)

Machine Learning in Computational Biology. NIPS 2007 Workshop: Machine Learning in Computational Biology (MLCB 2007), Whistler, Canada, 07. Dezember 2007 - 08. Dezember 2007. (2007)

Chechik, G.; Leslie, C.; Rätsch, G. (Hg.): NIPS Workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, 7). NIPS Workshop on New Problems and Methods in Computational Biology 2004, Whistler, Canada, 08. Dezember 2004. (2006)

Tsuda, K.; Georgii, E.: Dense module enumeration in biological networks. International Workshop on Statistical-Mechanical Informatics (IW-SMI 2009), Kyoto, Japan, 13. September 2009 - 16. September 2009. Journal of Physics: Conference Series 197 (1), 012012, S. 1 - 10 (2009)

Georgii, E.; Tsuda, K.; Schölkopf, B.: Multi-way set enumeration in real-valued tensors. In: Proceedings of the 2nd Workshop on Data Mining using Matrices and Tensors (DMMT 2009), S. 32 - 41 (Hg. Ding, T.; Li, C.). KDD 2009 Workshop on Data Mining using Matrices and Tensors, Paris, France, 28. Juni 2009. ACM Press, New York, NY, USA (2009)

Chiappa, S.; Saigo, H.; Tsuda, K.: A Bayesian Approach to Graph Regression with Relevant Subgraph Selection. In: 2009 SIAM International Conference on Data Mining, S. 295 - 304 (Hg. Park, H.; Parthasarathy, S.; Liu, H.). SIAM International Conference on Data Mining (SDM 2009), Sparks, NV, USA, 30. April 2009 - 02. Mai 2009. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2009)

Kashima, H.; Kato, T.; Yamanishi , Y.; Sugiyama, M.; Tsuda, K.: Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. In: 2009 SIAM International Conference on Data Mining (SDM 2009), S. 1099 - 1110 (Hg. Park, H.; Parthasarathy, S.; Liu, H.). 2009 SIAM International 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)

Kashima, H.; Oyama, S.; Yamanishi, Y.; Tsuda, K.: On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. In: Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia Conference, PAKDD 2009 Bangkok, Thailand, April 27-30, 2009, S. 1030 - 1037 (Hg. Theeramunkong, T.; Kijsirikul, B.; Cercone, N.; Ho, T.-B.). 13th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand, 27. April 2009 - 30. April 2009. Springer, Berlin, Germany (2009)

Saigo, H.; Kadowaki, T.; Tsuda, K.: A Linear Programming Approach for Molecular QSAR analysis. In: MLG 2006: Proceedings of the International Workshop on Mining and Learning with Graphs in conjunction with ECML/PKDD 2006, S. 85 - 96 (Hg. Gärtner, T.; Garriga, G.; Meinl, T.). International Workshop on Mining and Learning with Graphs 2006 (MLG 2006), Berlin, Germany, 18. September 2006. Bibliothek der Universität Konstanz, Konstanz, Germany (2009)

Tsuda, K.: Machine learning with quantum relative entropy. In: International Workshop on Statistical-Mechanical Informatics (IW-SMI 2008), 012021, S. 1 - 9 (Hg. Hayashi, H.; Inoue, J.-I.; Kabashima, Y.; Tanaka, K.). International Workshop on Statistical-Mechanical Informatics (IW-SMI 2008), Sendai, Japan, 14. September 2008 - 17. September 2008. Institute of Physics, Bristol, UK (2009)

Nowozin, S.; Tsuda, K.: Frequent Subgraph Retrieval in Geometric Graph Databases. In: 2008 Eighth IEEE International Conference on Data Mining, S. 953 - 958 (Hg. Giannotti, F.; Gunopulos, D.; Turini, F.; Zaniolo, C.; Ramakrishnan, N. et al.). Eighth IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, 15. Dezember 2008 - 19. Dezember 2008. IEEE, Piscataway, NJ, USA (2008)

Saigo, H.; Tsuda, K.: Iterative Subgraph Mining for Principal Component Analysis. In: 2008 Eighth IEEE International Conference on Data Mining, S. 1007 - 1012 (Hg. Giannotti, F.; Gunopulos, D.; Turini, F.; Zaniolo, C.; Ramakrishnan, N. et al.). Eighth IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, 16. Dezember 2008 - 19. Dezember 2008. IEEE, Piscataway, NJ, USA (2008)

Saigo, H.; Krämer, N.; Tsuda, K.: Partial Least Squares Regression for Graph Mining. In: KDD '08: Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, S. 578 - 586 (Hg. Li, Y.; Liu, B.; Sarawagi, S.). 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, NV, USA, 24. August 2008 - 27. August 2008. ACM Press, New York, NY, USA (2008)

Tsuda, K.: Graph Mining with Variational Dirichlet Process Mixture Models. In: 8th SIAM International Conference on Data Mining 2008, S. 432 - 442 (Hg. Apte, C.; Park, H.; Wang, K.; Zaki, M.). 8th 2008 SIAM International Conference on Data Mining, Atlanta, GA, USA, 24. April 2008 - 26. April 2008. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2008)

Tanaka, K.; Tsuda, K.: A Quantum-Statistical-Mechanical Extension of Gaussian Mixture Model. International Workshop on Statistical-Mechanical Informatics 2007 (IW-SMI 2007), Kyoto, Japan, 16. September 2007 - 19. September 2007. Journal of Physics: Conference Series 95 (1), 012023, S. 1 - 9 (2008)

Nowozin, S.; BakIr, G.; Tsuda, K.: Discriminative Subsequence Mining for Action Classification. In: 2007 IEEE 11th International Conference on Computer Vision, S. 1919 - 1923. 11th IEEE International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, 14. Oktober 2007 - 21. Oktober 2007. IEEE Service Center, Piscataway, NJ, USA (2007)

Nowozin, S.; Tsuda, K.; Uno , T.; Kudo, T.; BakIr, G.: Weighted Substructure Mining for Image Analysis. In: 2007 IEEE Conference on Computer Vision and Pattern Recognition, S. 1 - 8. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), Minneapolis, MN., USA, 17. Juni 2007 - 22. Juni 2007. IEEE Computer Society, Los Alamitos, CA, USA (2007)