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Miscellaneous publications

 
     
  [12] Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama and Koji Tsuda: Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction, In Proc. 2009 SIAM Conference on Data Mining (SDM), Sparks, Nevada. [pdf].  
  [[15] Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama and Koji Tsuda:
Simultaneous Prediction of Biological Networks of Multiple Species from Genome-wide Data and Evolutionary Information: A Semi-supervised Approach,
Bioinformatics, Vol.25, No.22, pp.2962--68, 2009.
 
  [16] Hiromi Arai, Naoya Tochio, Tsuyoshi Kato, Takanori Kigawa and Masayuki Yamamura:
An accurate prediction method for protein structural class from signal patterns of NMR spectra in the absence of chemical shift assignments,
10th International Conference on Bioinformatics and Bioengineering (BIBE-2010), pp.32-37, Philadelphia, USA (2010), Oral presentation.
 
  [17] Tsuyoshi Kato and Nozomi Nagano: Metric Learning for Enzyme Active-Site Search, Bioinformatics, in press, [pdf].  
  [18] Tsuyoshi Kato, Kazuhiro Suwa and Nozomi Nagano: Parametric Templates: A New Enzyme Active-Site Prediction Algorithm. In conjunction with the 10th IEEE International Conference on Data Mining (ICDM 2010) Biological Data Mining and its Applications in Healthcare, accepted.  
 
Japanese
 
Enzyme Active-Site Search
Transfer learning for Link prediction
Multi-task learning
Label propagation
Microarray data kernels
Drug response prediction
Network inference
Kernel inference
Variational rigid-body alignment
Misc