@inproceedings{saig06,
 author = {H. Saigo and T. Kadowaki and K. Tsuda},
 title = {A Linear Programming Approach for Molecular {QSAR} analysis},
 booktitle = {International Workshop on Mining and Learning with Graphs (MLG)},
  editor =       {T.~G\"artner and G.C.~Garriga and T.~Meinl},
 year = {2006},
 pages = {85-96},
 subject = {regression, qsar, boosting}
}

@inproceedings{saig08a,
  author =       {H.~Saigo and N.~Kr{\"a}mer and K.~Tsuda},
  title =        {Partial least squares regression for graph mining},
 booktitle = {Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
pages = {578--586},
  year =         2008,
}

@inproceedings{saig08b,
  author =       {H.~Saigo and K.~Tsuda},
  title =        {Iterative Subgraph Mining for Principal Component Analysis},
 booktitle = {Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008)},
pages = {1007--1012},
  year =         2008,
}

@Article{saig08c,
  author =       {H.~Saigo and S.~Nowozin and T.~Kadowaki and T.~Kudo and K.~Tsuda},
  title =        {{gBoost}: A Mathematical Programming Approach to Graph Classification and Regression},
  journal = {Machine Learning},
  year =         2009,
  volume =       {75(1)},
  pages =        {69--89}
}