@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}
}