@article{CTT100795229,
  author = {Tsuyoshi MURATA and Hokuto Koga},
  title = {Extended Methods for Influence Maximization in Dynamic Networks},
  journal = {Computational Social Networks},
  year = 2018,
}

@article{CTT100795224,
  author = {Arie Wahyu Wijayanto and Tsuyoshi MURATA},
  title = {Pre-Emptive Spectral Graph Protection Strategies on Multiplex Social Networks},
  journal = {Applied Network Science},
  year = 2018,
}

@article{CTT100795765,
  author = {Jun Jin Choong and Liu Xin and Tsuyoshi MURATA},
  title = {Variational Approach for Learning Community Structures},
  journal = {Complexity},
  year = 2018,
}

@inproceedings{CTT100795247,
  author = {Arie Wahyu Wijayanto and Tsuyoshi MURATA},
  title = {Learning Adaptive Graph Protection Strategy on Dynamic Networks via Reinforcement Learning},
  booktitle = {Proceedings of 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI)},
  year = 2018,
}

@inproceedings{CTT100795764,
  author = {Arie Wahyu Wijayanto and Jun Jin Choong and Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {Robustness of Compressed Convolutional Neural Networks},
  booktitle = {Proceedings of the 2018 IEEE International Conference on Big Data (Big Data)},
  year = 2018,
}

@inproceedings{CTT100795529,
  author = {Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {Exploring Partially Observed Networks with Nonparametric Bandits},
  booktitle = {Proceedings of the 7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)},
  year = 2018,
}

@inproceedings{CTT100795443,
  author = {Hafizh Adi Prasetya and Tsuyoshi MURATA},
  title = {Modeling the Co-evolving Polarization of Opinion and News Propagation Structure in Social Media},
  booktitle = {Proceedings of the 7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)},
  year = 2018,
}

@inproceedings{CTT100795714,
  author = {Tsuyoshi MURATA},
  title = {深層学習による桜島噴火予測},
  booktitle = {人工知能学会研究会資料},
  year = 2018,
}

@inproceedings{CTT100795246,
  author = {Jun Jin Choong and Liu Xin and Tsuyoshi MURATA},
  title = {Learning Community Structure with Variational Autoencoder},
  booktitle = {Proceedings of IEEE International Conference on Data Mining (ICDM 2018)},
  year = 2018,
}

@inproceedings{CTT100795662,
  author = {Makoto Tachibana and Tsuyoshi MURATA},
  title = {構造特徴とグラフ畳み込みを用いたネットワークの半教師あり学習},
  booktitle = {人工知能学会研究会資料},
  year = 2018,
}

@inproceedings{CTT100795236,
  author = {Liu Xin and Natthawut Kertkeidkachorn and Tsuyoshi MURATA and Kyoung-Sook Kim and Julien Leblay and Steven Lynden},
  title = {Network Embedding Based on a Quasi-Local Similarity Measure},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100795232,
  author = {Ryuta Matsuno and Tsuyoshi MURATA},
  title = {レイヤーベクトルを用いたマルチプレックスネットワークのエンベディング手法},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100795234,
  author = {Tsuyoshi MURATA and Hiep Le and 井口正人},
  title = {Stacked Recurrent Neural Networkによる桜島噴火予測},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100795235,
  author = {Liu Xin and Tsuyoshi MURATA and Kyoung-Sook Kim},
  title = {Measuring Graph Reconstruction Precisions---How Well Do Embeddings Preserve the Graph Proximity Structure},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100795227,
  author = {Ryuta Matsuno and Tsuyoshi MURATA},
  title = {MELL: Effective Embedding Method for Multiplex Networks},
  booktitle = {WWW'18 Companion Proceedings of The Web Conference 2018},
  year = 2018,
}

@inproceedings{CTT100757388,
  author = {Tsuyoshi MURATA and Naveed Afzal},
  title = {Modularity Optimization as a Training Criterion for Graph Neural Networks},
  booktitle = {Proceedings of the 9th International Conference on Complex Networks (CompleNet 2018)},
  year = 2018,
}