MPI-INF D3 Publications

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Your search returned the following 4 documents:

  1. Extracting Sets of Chemical Substructures and Protein Domains Governing Drug-Target Interactions
    Yoshihiro Yamanishi, Edouard Pauwels, Hiroto Saigo, and Veronique Stovent
    Journal of Chemical Information and Modeling 51 (5): 1183-1194, 2011
  2. Learning from past treatments and their outcome improves prediction of In Vivo response to anti-HIV therapy
    Hiroto Saigo, André Altmann, Jasmina Bogojeska, Fabian Müller, Sebastian Nowozin, and Thomas Lengauer
    Statistical Applications in Genetics and Molecular Biology 10 (1): 1-32, 2011

  3. Iterative Subgraph Mining for Principal Component Analysis.
    Hiroto Saigo and Koji Tsuda
    In: Proceedings of the IEEE International Conference on Data Mining (ICDM2008), Pisa, Italy, 2008, DM934 p.
  4. Reaction graph kernels predict EC numbers of unknown enzymatic reactions in plant secondary metabolism
    Hiroto Saigo, Masahiro Hattori, Hisashi Kashima, and Koji Tsuda
    BMC Bioinformatics 11 (Suppl.1): S31,1-S31,7, 2010