Publikationen von K Tsuda
Alle Typen
Buch (1)
21.
Buch
Kernel Methods in Computational Biology. MIT Press, Cambridge, MA, USA (2004), 400 S.
Buchkapitel (6)
22.
Buchkapitel
Data Mining for Biologists. In: Biological Data Mining in Protein Interaction Networks, 2, S. 14 - 27 (Hg. Ng, S.-K.; Li, X.-L.). Medical Information Science Reference, Hershey, PA, USA (2009)
23.
Buchkapitel
Prediction of Protein Function from Networks. In: Semi-Supervised Learning, 20, S. 361 - 376 (Hg.
24.
Buchkapitel
Schölkopf, B.; Tsuda, K.; Vert, J.-P.). MIT Press, Cambridge, MA, USA (2004)
Kernels for graphs. In: Kernel Methods in Computational Biology, S. 155 - 170 (Hg. 25.
Buchkapitel
Schölkopf, B.; Tsuda, K.; Vert, J.-P.). MIT Press, Cambridge, MA, USA (2004)
Protein Classification via Kernel Matrix Completion. In: Kernel Methods in Computational Biology, S. 261 - 274 (Hg. 26.
Buchkapitel
Schölkopf, B.; Tsuda, K.; Vert, J.). MIT Press, Cambridge, MA, USA (2004)
A Primer on Kernel Methods. In: Kernel methods in computational biology, S. 35 - 70 (Hg. 27.
Buchkapitel
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)
Konferenzband (3)
28.
Konferenzband
8). NIPS Workshop on New Problems and Methods in Computational Biology 2006, Whistler, Canada, 08. Dezember 2006. (2007)
NIPS workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, 29.
Konferenzband
Machine Learning in Computational Biology. NIPS 2007 Workshop: Machine Learning in Computational Biology (MLCB 2007), Whistler, Canada, 07. Dezember 2007 - 08. Dezember 2007. (2007)
30.
Konferenzband
7). NIPS Workshop on New Problems and Methods in Computational Biology 2004, Whistler, Canada, 08. Dezember 2004. (2006)
NIPS Workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, Konferenzbeitrag (29)
31.
Konferenzbeitrag
197 (1), 012012, S. 1 - 10 (2009)
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 32.
Konferenzbeitrag
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)
33.
Konferenzbeitrag
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)
34.
Konferenzbeitrag
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)
35.
Konferenzbeitrag
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)
36.
Konferenzbeitrag
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)
37.
Konferenzbeitrag
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)
38.
Konferenzbeitrag
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)
39.
Konferenzbeitrag
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)
40.
Konferenzbeitrag
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)