@article{CTT100660172,
  author = {Sugiyama, M. and Liu, S. and Du Plessis, M.C. and Yamanaka, M. and Yamada, M. and Suzuki, T. and & Kanamori, T.},
  title = {Direct divergence approximationbetween probability distributions and its applications inmachine learning},
  journal = {Journal of Computing Science and Engineering},
  year = 2013,
}

@article{CTT100660175,
  author = {Liu, S. and Yamada, M. and Collier, N. and Sugiyama, M},
  title = {Change-point detection in time-series data b;y relative density-ratio estimastion},
  journal = {Neural Networks},
  year = 2013,
}

@article{CTT100660146,
  author = {Sugiyama, M. and Suzuki, T. and Kanamori, T. and Du Plessis, M.C. and Liu, S. and & Takeuchi, I.},
  title = {Density-difference estimation},
  journal = {Neural Computation},
  year = 2013,
}

@inproceedings{CTT100660075,
  author = {Song Liu and John Quinn and M.U. Gutmann and Masashi Sugiyama},
  title = {Direct learning of sparse changes in Markov networks by density ratio estimation},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100660108,
  author = {Liu, S. and Quinn, J. and Gutmann, M.U. and &Sugiyama, M.},
  title = {Direct learning of sparse changes in Markov networks by density ratio estimation},
  booktitle = {IEICE technical report},
  year = 2013,
}

@inproceedings{CTT100660240,
  author = {Liu, S. and Yamada, M. and Collier, N. and Sugiyama, M.},
  title = {Change-point detection in time-series data by relative density-ratio estimation.},
  booktitle = {Structural, Syntacic ,and statistical Pattern Recognition, Lecture Notes in Compurter Science,Berlin,Sprenger,2012},
  year = 2012,
}

@inproceedings{CTT100660235,
  author = {Sugiyama, M. and Suzuki, T. and Kanamori, T. and Du Plessis, M.C. and Liu, S. and Takeuchi, I.},
  title = {Density-difference estimation},
  booktitle = {Advances in Neural Information Processing Systems 25},
  year = 2012,
}

@misc{CTT100687308,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  year = 2014,
}

@misc{CTT100687167,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  year = 2014,
}

@misc{CTT100666815,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  year = 2014,
}



@phdthesis{CTT100687308,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  school = {東京工業大学},
  year = 2014,
}

@phdthesis{CTT100687167,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  school = {東京工業大学},
  year = 2014,
}

@phdthesis{CTT100666815,
  author = {Song Liu},
  title = {Statistical Machine Learning Approaches to Change Detection},
  school = {東京工業大学},
  year = 2014,
}