@book{CTT100886751,
  author = {村田剛志},
  title = {グラフニューラルネットワーク},
  publisher = {オーム社},
  year = 2022,
}

@book{CTT100836177,
  author = {Tsuyoshi MURATA and Hokuto Koga},
  title = {Approximation Methods for Influence Maximization in Temporal Networks},
  publisher = {Springer},
  year = 2019,
}

@book{CTT100836189,
  author = {村田剛志},
  title = {Pythonで学ぶネットワーク分析 ColaboratoryとNetworkXを使った実践入門},
  publisher = {オーム社},
  year = 2019,
}

@book{CTT100716842,
  author = {Tsuyoshi MURATA and Koji Mineshima and Daisuke Bekki},
  title = {New Frontiers in Artificial Intelligence -- Revised Selected Papers of JSAI-isAI 2014 Workshops},
  publisher = {Springer},
  year = 2015,
}

@book{CTT100618956,
  author = {Tsuyoshi MURATA},
  title = {Detecting Communities in Social Networks},
  publisher = {Springer},
  year = 2010,
}

@book{CTT100608093,
  author = {Tsuyoshi MURATA},
  title = {Modularity for Bipartite Networks},
  publisher = {Nasrullah Memon eds., Springer},
  year = 2010,
}

@book{CTT100559181,
  author = {Tsuyoshi Murata and Kota Saito},
  title = {Extracting Users' Interests of Web-watching Behaviors Based on Site-Keyword Graph, in A. Namatame, S. Kurihara, H. Nakashima, (Eds.), Emergent Intelligence of Networked Agents},
  publisher = {Springer},
  year = 2007,
}

@book{CTT100397782,
  author = {Tsuyoshi Murata},
  title = {Graph Mining Approaches for the Discovery of Web Communities, in T. Washio, J. N. Kok, L. D. Raedt eds., Advances in Mining Graphs, Trees And Sequences (Frontiers in Artificial Intelligence and Applications)},
  publisher = {IOS Press},
  year = 2005,
}

@article{CTT100886747,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi Murata},
  title = {Feature Selection: Key to Enhance Node Classification with Graph Neural Networks},
  journal = {CAAI Transactions on Intelligence Technology},
  year = 2023,
}

@article{CTT100886750,
  author = {Quentin Jodelet and Xin Liu and Tsuyoshi Murata},
  title = {Balanced Softmax Cross-Entropy for Incremental Learning with and without Memory},
  journal = {Computer Vision and Image Understanding},
  year = 2022,
}

@article{CTT100886748,
  author = {Zarina Rakhimberdina and Liu Xin and Tsuyoshi Murata},
  title = {Strengthening Robustness under Adversarial Attacks using Brain Visual Codes},
  journal = {IEEE Access},
  year = 2022,
}

@article{CTT100886749,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi Murata},
  title = {Simplifying Approach to Node Classification in Graph Neural Networks},
  journal = {Journal of Computational Science},
  year = 2022,
}

@article{CTT100872006,
  author = {Nuttapong Chairatanakul and Xin Liu and Hoang Nguyen and Tsuyoshi MURATA},
  title = {Heterogeneous graph embedding with single-level aggregation and infomax encoding},
  journal = {Machine Learning},
  year = 2022,
}

@article{CTT100872002,
  author = {Nuttapong Chairatanakul and Xin Liu and Tsuyoshi MURATA},
  title = {PGRA: Projected graph relation-feature attention network for heterogeneous information network embedding},
  journal = {Information Sciences},
  year = 2021,
}

@article{CTT100875709,
  author = {Andrea Tagarelli and Sabrina Gaito and Roberto Interdonato and Tsuyoshi MURATA and Alessandra Sala and My T. Thai},
  title = {Guest Editorial Introduction to the Special Section on Reloading Feature-Rich Information Networks},
  journal = {IEEE Transactions on Network Science and Engineering},
  year = 2021,
}

@article{CTT100849063,
  author = {Sunil Maurya and Liu Xin and Tsuyoshi MURATA},
  title = {Graph Neural Networks for Fast Node Ranking Approximation},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  year = 2021,
}

@article{CTT100839971,
  author = {Hibiki Taguchi and Liu Xin and Tsuyoshi MURATA},
  title = {Graph Convolutional Networks for Graphs Containing Missing Features},
  journal = {Future Generation Computer Systems},
  year = 2021,
}

@article{CTT100849064,
  author = {Ruidong Jin and Liu Xin and Tsuyoshi MURATA},
  title = {Predicting Emergency Medical Service Demand with Bipartite Graph Convolutional Networks},
  journal = {IEEE Access},
  year = 2021,
}

@article{CTT100836217,
  author = {Zarina Rakhimberdina and Tsuyoshi MURATA},
  title = {Population Graph-based Multi-Model Ensemble Method for Diagnosing Autism Spectrum Disorder},
  journal = {Sensors},
  year = 2020,
}

@article{CTT100836216,
  author = {Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {Active Learning for Node Classification: An Evaluation},
  journal = {Entropy},
  year = 2020,
}

@article{CTT100836166,
  author = {Nuttapong Chairatanakul and Xin Liu and Tsuyoshi MURATA},
  title = {Recurrent Translation-based Network for Top-N Sparse Sequential Recommendation},
  journal = {IEEE Access},
  year = 2020,
}

@article{CTT100836206,
  author = {Jun Jin Choong and Xin Liu and Tsuyoshi MURATA},
  title = {Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization},
  journal = {Entropy},
  year = 2020,
}

@article{CTT100836204,
  author = {Hafizh Adi Prasetya and Tsuyoshi MURATA},
  title = {A model of opinion and propagation structure polarization in social media},
  journal = {Computational Social Networks},
  year = 2020,
}

@article{CTT100800489,
  author = {立花誠人 and 村田剛志},
  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},
  journal = {人工知能学会論文誌},
  year = 2019,
}

@article{CTT100800488,
  author = {Liu Xin and Chenyi Zhuang and Tsuyoshi MURATA and Kyoung-Sook Kim and Natthawut Kertkeidkachorn},
  title = {How Much Topological Structure Is Preserved by Graph Embeddings?},
  journal = {Computer Science and Information Systems},
  year = 2019,
}

@article{CTT100795768,
  author = {Youhei Oonuki and Shun Nukui and Tsuyoshi MURATA and Seiya Inagi and Xule Qiu and Masao Watanabe and Hiroshi Okamoto},
  title = {Relation Prediction in Knowledge Graph by Multi-Label Deep Neural Network},
  journal = {Applied Network Science},
  year = 2019,
}

@article{CTT100798534,
  author = {Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {A multi-armed bandit approach for exploring partially observed networks},
  journal = {Applied Network Science},
  year = 2019,
}

@article{CTT100795769,
  author = {Arie Wahyu Wijayanto and Tsuyoshi MURATA},
  title = {Effective and scalable methods for graph protection strategies against epidemics on dynamic networks},
  journal = {Applied Network Science},
  year = 2019,
}

@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,
}

@article{CTT100757371,
  author = {江口幸司 and 村田剛志},
  title = {マルチスライスネットワークにおける制約付きコミュニティ抽出法},
  journal = {人工知能学会論文誌},
  year = 2017,
}

@article{CTT100716844,
  author = {Xin Liu and Weichu Liu and Tsuyoshi MURATA and Ken Wakita},
  title = {Community Detection in Multi-Partite Multi-Relational Networks Based on Information Compression},
  journal = {New generation computing : an international journal on fifth generation computers},
  year = 2016,
}

@article{CTT100804840,
  author = {Tsuyoshi MURATA},
  title = {Comparison of Inter-Layer Couplings of Multilayer Networks},
  journal = {Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015},
  year = 2016,
}

@article{CTT100716843,
  author = {大澤翔吾 and 村田剛志},
  title = {動的ネットワークにおける影響最大化},
  journal = {人工知能学会論文誌},
  year = 2015,
}

@article{CTT100716840,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata},
  title = {Edge Weight Method for Community Detection on Mixed Scale-Free Networks},
  journal = {International Journal on Artificial Intelligence Tools},
  year = 2015,
}

@article{CTT100676091,
  author = {仲田圭佑 and 村田剛志},
  title = {ハミルトニアンに基づいた制約付きコミュニティ抽出の高速化},
  journal = {人工知能学会論文誌},
  year = 2015,
}

@article{CTT100676090,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata},
  title = {Community Detection in Scale-Free Networks using Edge Weight and Modularity Optimization Method},
  journal = {Transactions of the Japanese Society for Artificial Intelligence},
  year = 2015,
}

@article{CTT100676086,
  author = {Xin Liu and Weichu Liu and Tsuyoshi Murata and Ken Wakita},
  title = {A Framework for Community Detection in Heterogeneous Multi-Relational Networks},
  journal = {Advances in Complex Systems},
  year = 2014,
}

@article{CTT100676085,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Detecting network communities beyond assortativity-related attributes},
  journal = {Physical Review E},
  year = 2014,
}

@article{CTT100676082,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata and Xin Liu},
  title = {Community Detection Algorithm based on Centrality and Node Closeness in Scale-Free Networks},
  journal = {人工知能学会論文誌},
  year = 2014,
}

@article{CTT100676081,
  author = {池松恭平 and 村田剛志},
  title = {3部モジュラリティの改善とその最適化手法},
  journal = {人工知能学会論文誌},
  year = 2014,
}

@article{CTT100676080,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata},
  title = {Web Caching Replacement Algorithm based on Web Usage Data},
  journal = {New Generation Computing},
  year = 2013,
}

@article{CTT100660036,
  author = {杉原貴彦 and LiuXin and 村田剛志},
  title = {Signedネットワークからのコミュニティ抽出},
  journal = {人工知能学会論文誌},
  year = 2013,
}

@article{CTT100660035,
  author = {unknown unknown and Tsuyoshi MURATA and KEN WAKITA},
  title = {Extending modularity by incorporating distance functions in the null model},
  journal = {ArXiv},
  year = 2012,
}

@article{CTT100628725,
  author = {Liu Xin and Tsuyoshi MURATA},
  title = {Detecting Communities in K-Partite K-Uniform (Hyper)Networks},
  journal = {Journal of Computer Science and Technology},
  year = 2011,
}

@article{CTT100619221,
  author = {元田剛史 and 村田剛志},
  title = {頂点間の類似度の足し合わせに依るリンク予測精度の改善},
  journal = {人工知能学会論文誌},
  year = 2011,
}

@article{CTT100618955,
  author = {Swit Phuvipadawat and Tsuyoshi MURATA},
  title = {Detecting a Multi-Level Content Similarity from Microblogs based on Community Structures and Named Entities},
  journal = {Journal of Emerging Technologies in Web Intelligence},
  year = 2011,
}

@article{CTT100618953,
  author = {池谷智行 and 村田剛志},
  title = {2部ネットワークにおけるコミュニティ検出とその評価手法},
  journal = {コンピュータソフトウェア},
  year = 2011,
}

@article{CTT100618954,
  author = {Tsuyoshi MURATA},
  title = {A New Tripartite Modularity for Detecting Communities},
  journal = {Computer Software},
  year = 2011,
}

@article{CTT100804300,
  author = {Spanurattana, S. and Tsuyoshi MURATA},
  title = {Visual analysis of bipartite networks},
  journal = {Proceedings - IEEE International Conference on Data Mining, ICDM},
  year = 2011,
}

@article{CTT100805012,
  author = {Tsuyoshi MURATA and Yamada, S.},
  title = {Intelligent web interactions},
  journal = {Journal of Emerging Technologies in Web Intelligence},
  year = 2011,
}

@article{CTT100608094,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {An Efficient Algorithm for Optimixing Bipartite Modularity in  Bipartite Networks},
  journal = {},
  year = 2010,
}

@article{CTT100608090,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Advanced modularity-specialized label propagation algorithm for detecting communities in networks},
  journal = {Physica A: Statistical Mechanics and its Applications},
  year = 2010,
}

@article{CTT100608087,
  author = {Tsuyoshi MURATA and Tomoyuki IKEYA},
  title = {A New Modularity for Detecting One-to-Many Correspondence of Communities in Bipartite Networks},
  journal = {Advances in Complex Systems},
  year = 2010,
}

@article{CTT100608086,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Community Detection in Large-scale Bipartite Networks},
  journal = {人工知能学会論文誌},
  year = 2010,
}

@article{CTT100608084,
  author = {森保さき子 and 村田剛志},
  title = {インタ-ネットQAサイトにおけるリンク予測},
  journal = {情報処理学会論文誌:数理モデル化と応用(TOM)},
  year = 2009,
}

@article{CTT100559170,
  author = {村田 剛志 and 池谷 智行},
  title = {異種頂点ネットワークで表現されたインターネットQA掲示板の分析と視覚化},
  journal = {人工知能学会論文誌},
  year = 2008,
}

@article{CTT100559171,
  author = {Tsuyoshi Murata and Sakiko Moriyasu},
  title = {Link Prediction based on Structural Properties of Online Social Networks},
  journal = {New Generation Computing},
  year = 2008,
}

@article{CTT100559173,
  author = {Tsuyoshi Murata},
  title = {Detection of Breaking News from Online Web Search Queries},
  journal = {New Generation Computing},
  year = 2008,
}

@article{CTT100559174,
  author = {Tsuyoshi MURATA},
  title = {Discovery of User Communities Based on Terms of Web Log Data},
  journal = {New Generation Computing},
  year = 2007,
}

@inproceedings{CTT100886746,
  author = {Sunil Kumar Maurya and Liu Xin and Tsuyoshi Murata},
  title = {Not All Neighbors are Friendly. Learning to Choose Hop Features to Improve Node Classification},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100875721,
  author = {村田剛志},
  title = {グラフニューラルネットワーク},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100872007,
  author = {Nuttapong Chairatanakul and Hoang Nguyen and Xin Liu and Tsuyoshi MURATA},
  title = {Leaping Through Time with Gradient-based Adaptation for Recommendation},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100875714,
  author = {Nuttapong Chairatanakul and Noppayut Sriwatanasakdi and Nontawat Charoenphakdee and Xin Liu and Tsuyoshi MURATA},
  title = {Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100875722,
  author = {Tsuyoshi MURATA},
  title = {Networks, Deep Learning and COVID-19},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100875712,
  author = {Jodelet Quentin Magic and Xin Liu and Tsuyoshi MURATA},
  title = {Balanced Softmax Cross-Entropy for Incremental Learning},
  booktitle = {Lecture Notes in Computer Science},
  year = 2021,
}

@inproceedings{CTT100836218,
  author = {Hoang Nguyen and Takanori Maehara and Tsuyoshi MURATA},
  title = {Revisiting Graph Neural Networks: Graph Filtering Perspective},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100836245,
  author = {Hajime Miyazawa and Tsuyoshi MURATA},
  title = {Graph Convolutional Network with Time-based Mini-batch for Information Diffusion Prediction},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100836215,
  author = {Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100836213,
  author = {Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {Active Learning on Graphs via Meta Learning},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100836202,
  author = {Tsuyoshi MURATA and Hiroki Arihara},
  title = {Embedding of Signed Networks Focusing on Both Structure and Relation},
  booktitle = {Complex Networks XI. Springer Proceedings in Complexity},
  year = 2020,
}

@inproceedings{CTT100836196,
  author = {Hiep Vinh Le and Tsuyoshi MURATA and Masato Iguchi},
  title = {Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100819434,
  author = {Hibiki Taguchi and Tsuyoshi Murata and Xin Liu},
  title = {BiMLPA : Community Detection in Bipartite Networks by Multi-Label Propagation},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100836174,
  author = {Zarina Rakhimberdina and Tsuyoshi MURATA},
  title = {Linear Graph Convolutional Model for Diagnosing Brain Disorders},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100836198,
  author = {在原大樹 and 村田剛志},
  title = {Signed Networkにおけるノードの分散表現の学習},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100836169,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi MURATA},
  title = {Fast approximations of betweenness centrality with Graph Neural Networks},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819433,
  author = {田口響 and 村田剛志},
  title = {マルチラベル伝搬法を用いた二部ネットワークからのコミュニティ抽出},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100795770,
  author = {Hoang Nguyen and Jun Jin Choong and Tsuyoshi MURATA},
  title = {Learning Graph Neural Networks with Noisy Labels},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100795766,
  author = {Liu Xin and Tsuyoshi MURATA and Kyoung-Sook Kim and Chatchawan Kotarasu and Chenyi Zhuang},
  title = {A General View for Network Embedding as Matrix Factorization},
  booktitle = {Proceedings of the 12th ACM International Conference on Web Search and Data Mining (WSDM 2019)},
  year = 2019,
}

@inproceedings{CTT100795767,
  author = {Arie Wahyu Wijayanto and Jun Jin Choong and Kaushalya Madhawa and Tsuyoshi MURATA},
  title = {Towards Robust Compressed Convolutional Neural Networks},
  booktitle = {Proceedings of the 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019)},
  year = 2019,
}

@inproceedings{CTT100795244,
  author = {Hiep Le and Tsuyoshi MURATA and Masato Iguchi},
  title = {Deep Modular Multimodal Fusion on Multiple Sensors for Volcano Activity Recognition},
  booktitle = {Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2018. Lecture Notes in Computer Science},
  year = 2019,
}

@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{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{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{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{CTT100795714,
  author = {村田剛志},
  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{CTT100795662,
  author = {立花誠人 and 村田剛志},
  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{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{CTT100795232,
  author = {松野竜太 and 村田剛志},
  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 = {村田剛志 and LE HIEP VINH and 井口正人},
  title = {Stacked Recurrent Neural Networkによる桜島噴火予測},
  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,
}

@inproceedings{CTT100757387,
  author = {Tsuyoshi MURATA and Hokuto Koga},
  title = {Methods for Influence Maximization in Dynamic Networks},
  booktitle = {herifi C., Cherifi H., Karsai M., Musolesi M. (Eds.) Complex Networks  & Their Applications VI., Studies in Computational Intelligence},
  year = 2017,
}

@inproceedings{CTT100783014,
  author = {Youhei Oonuki and Shun Nukui and Tsuyoshi MURATA and Seiya Inagi and Xule Qiu and Masao Watanabe and Hiroshi Okamoto},
  title = {Predicting Relations Between RDF Entities by Deep Neural Network},
  booktitle = {Blomqvist E., Hose K., Paulheim H., Lawrynowicz A., Ciravegna F., Hartig O. (eds)  The Semantic Web: ESWC 2017 Satellite Events. ESWC 2017. Lecture Notes in Computer Science},
  year = 2017,
}

@inproceedings{CTT100757385,
  author = {村田剛志 and LE HIEP VINH and 井口 正人},
  title = {深層学習による火山活動認識},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100783015,
  author = {Youhei Oonuki and Shun Nukui and Tsuyoshi MURATA and Seiya Inagi and Xule Qiu and Masao Watanabe and Hiroshi Okamoto},
  title = {Predicting relations of embedded RDF entities by Deep Neural Network},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757384,
  author = {Kouji Eguchi and Tsuyoshi MURATA},
  title = {Constrained Community Detection in Multiplex Networks},
  booktitle = {Ciampaglia G., Mashhadi A., Yasseri T. (Edsx) Social Informatics. SocInfo 2017. Lecture Notes in Computer Science},
  year = 2017,
}

@inproceedings{CTT100757383,
  author = {Hoang Nguyen and Tsuyoshi MURATA},
  title = {Motif-Aware Graph Embedding},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757382,
  author = {Arie Wahyu Wijayanto and Tsuyoshi MURATA},
  title = {Flow-Aware Vertex Protection Strategy on Large Social Networks},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757380,
  author = {西上 良祐 and 岸田 脩平 and 村田剛志},
  title = {DNN圧縮時のパラメータと圧縮後の精度, 大きさの関係},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757379,
  author = {Tsuyoshi MURATA and Yohei Onuki and Shun Nukui and Seiya Inagi and Xule Qiu and Masao Watanabe and Hiroshi Okamoto},
  title = {Predicting relations between RDF entities by Deep Neural Network},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757381,
  author = {大貫 陽平 and 貫井 駿 and 村田剛志 and 稲木 誓哉 and 邱 シュウレ and 渡部 雅夫 and 岡本 洋},
  title = {DNNによるRDF上の単語間の関係の予測},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100757377,
  author = {Tsuyoshi MURATA and Takahiko Sugihara and Talel Abdessalem},
  title = {Community Detection in Signed Networks Based on Extended Signed Modularity},
  booktitle = {Goncalves, B., Menezes, R., Sinatra, R., Zlatic, V. (Eds.), Proceedings of the 8th Conference on Complex Networks (CompleNet 2017), Complex Networks VIII},
  year = 2017,
}

@inproceedings{CTT100757378,
  author = {大貫 陽平 and 貫井 駿 and 村田 剛志 and 稲木 誓哉 and 邱 シュウレ and 渡部 雅夫 and 岡本 洋},
  title = {DNNを用いたRDF上の単語間の関係の予測},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100721400,
  author = {村田剛志},
  title = {多層ネットワークによる構造データ分析},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100717163,
  author = {稲木 誓哉 and 邱 シュウレ and 渡部雅夫 and 貫井 駿 and 村田剛志 and 岡本 洋},
  title = {階層的ネットワークコミュニティ分解に基づく専門用語辞書からのタクソノミー自動構築},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100717153,
  author = {邱 シュウレ and 稲木 誓哉 and 貫井 駿 and 村田剛志 and 岡本 洋},
  title = {ランダムウォークモジュール分解に基づく二部ネットワークからのコミュニティ検出およびその実課題への適用},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100717146,
  author = {邱 シュウレ and 稲木 誓哉 and 貫井 駿 and 村田剛志 and 岡本 洋},
  title = {二部ネットワークからのコミュニティ検出},
  booktitle = {ネットワークが創発する知能研究会(JWEIN2016)論文集},
  year = 2016,
}

@inproceedings{CTT100717136,
  author = {古賀北斗 and 村田剛志},
  title = {動的ネットワークにおける影響最大化手法の拡張},
  booktitle = {ネットワークが創発する知能研究会(JWEIN2016)論文集},
  year = 2016,
}

@inproceedings{CTT100717160,
  author = {名部井康博 and 村田剛志},
  title = {レイヤ間の類似度に基づいた人工マルチレイヤネットワークの生成手法},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100716834,
  author = {貫井 駿 and 村田剛志},
  title = {TensorFlowを用いた半教師あり非負値行列分解に基づく制約付きコミュニティ抽出},
  booktitle = {2016年度人工知能学会全国大会(第30回)論文集},
  year = 2016,
}

@inproceedings{CTT100721405,
  author = {Tsuyoshi MURATA},
  title = {Mining and learning on heterogeneous networks},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100716832,
  author = {江口 幸司 and 村田剛志},
  title = {マルチスライスネットワークにおける制約付きコミュニティ抽出法},
  booktitle = {2016年度人工知能学会全国大会(第30回)論文集},
  year = 2016,
}

@inproceedings{CTT100716835,
  author = {邱 シュウレ and 稲木 誓哉 and 貫井 駿 and 村田剛志 and 岡本 洋},
  title = {ランダムウォークによる二部ネットワークからのコミュニティ検出},
  booktitle = {2016年度人工知能学会全国大会(第30回)論文集},
  year = 2016,
}

@inproceedings{CTT100716845,
  author = {Phiradet Bangcharoensap and Tsuyoshi MURATA and Hayato Kobayashi and Nobuyuki Shimizu},
  title = {Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization},
  booktitle = {Proceedings of the 9th International Conference on Web Search and Data Mining (WSDM 2016)},
  year = 2016,
}

@inproceedings{CTT100716841,
  author = {Phiradet Bangcharoensap and Hayato Kobayashi and Nobuyuki Shimizu and Satoshi Yamauchi and Tsuyoshi MURATA},
  title = {Two step graph-based semi-supervised learning for online auction fraud detection},
  booktitle = {Proceedings of ECML PKDD 2015 conference},
  year = 2015,
}

@inproceedings{CTT100721396,
  author = {村田剛志},
  title = {Multilayerネットワークとコミュニティ抽出},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100716829,
  author = {貫井 駿 and 村田剛志},
  title = {3部ネットワークにおける高速なコミュニティ抽出手法},
  booktitle = {2015年度人工知能学会全国大会(第29回)論文集},
  year = 2015,
}

@inproceedings{CTT100716827,
  author = {名部井 康博 and 村田剛志},
  title = {マルチスライスネットワークにおけるコミュニティ抽出の改善},
  booktitle = {2015年度人工知能学会全国大会(第29回)論文集},
  year = 2015,
}

@inproceedings{CTT100716839,
  author = {Shogo Osawa and Tsuyoshi MURATA},
  title = {Selecting Seed Nodes for Influence Maximization in Dynamic Networks},
  booktitle = {Studies in Computational Intelligence},
  year = 2015,
}

@inproceedings{CTT100716838,
  author = {Keisuke Nakata and Tsuyoshi MURATA},
  title = {Fast Optimization of Hamiltonian for Constrained Community Detection},
  booktitle = {Studies in Computational Intelligence},
  year = 2015,
}

@inproceedings{CTT100716837,
  author = {Xin Liu and Tsuyoshi MURATA and Ken Wakita},
  title = {A unified modularity by encoding the similarity attraction feature into the null model},
  booktitle = {Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining},
  year = 2014,
}

@inproceedings{CTT100676093,
  author = {Kemal Maulana Kurniawan and Tsuyoshi Murata},
  title = {Predicting Within- and Inter-community Links in Networks},
  booktitle = {人工知能学会知識ベースシステム研究会資料},
  year = 2014,
}

@inproceedings{CTT100677076,
  author = {Sorn Jarukasemratana and Tsuyoshi MURATA},
  title = {Edge Weight Method for Community Detection in Scale-Free Networks},
  booktitle = {Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics},
  year = 2014,
}

@inproceedings{CTT100676088,
  author = {仲田 圭佑 and 村田剛志},
  title = {制約付きコミュニティ抽出の高速化と対話的環境の構築},
  booktitle = {2014年度人工知能学会全国大会(第28回)論文集},
  year = 2014,
}

@inproceedings{CTT100676084,
  author = {Yu Sakamoto and Tsuyoshi Murata},
  title = {Visualizing the Structure of Great Speeches},
  booktitle = {Poster Proceedings of IEEE Pacific Visualization Symposium},
  year = 2014,
}

@inproceedings{CTT100676083,
  author = {Kyohei Ikematsu and Tsuyoshi Murata},
  title = {A Fast Method for Detecting Communities from Tripartite Networks},
  booktitle = {Proceedings of the 5th International Conference on Social Informatics  (SocInfo 2013)},
  year = 2013,
}

@inproceedings{CTT100660031,
  author = {Tsuyoshi MURATA},
  title = {Generic Modularity for Heterogeneous Networks},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100676079,
  author = {Amjad Twalo and Tsuyoshi Murata},
  title = {Internet Traffic Classification using multi-classifier systems},
  booktitle = {2013年度人工知能学会全国大会(第27回)論文集},
  year = 2013,
}

@inproceedings{CTT100676078,
  author = {Weichu Liu and Tsuyoshi Murata and Xin Liu},
  title = {Community Detection on Heterogeneous Networks},
  booktitle = {2013年度人工知能学会全国大会(第27回)論文集},
  year = 2013,
}

@inproceedings{CTT100676075,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Extracting the multilevel communities based on network structural and nonstructural information},
  booktitle = {Proceedings of the 22nd international conference on World Wide Web},
  year = 2013,
}

@inproceedings{CTT100676074,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata and Xin Liu},
  title = {Community detection algorithm based on centrality and node distance in scale-free networks},
  booktitle = {Proceedings of the 24th ACM Conference on Hypertext and Social Media (Hypertext 2013)},
  year = 2013,
}

@inproceedings{CTT100676072,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Exploring the multilevel community structure in D4D dataset},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100676077,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Extending modularity by capturing the similarity attraction feature in the null model},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100660034,
  author = {杉原貴彦 and 村田剛志},
  title = {Signedネットワークからのコミュニティ抽出},
  booktitle = {人工知能学会研究会資料},
  year = 2012,
}

@inproceedings{CTT100660032,
  author = {Sorn Jarukasemratana and Tsuyoshi MURATA},
  title = {Visualizing Web Structure based on Browsing Sessions},
  booktitle = {Proceedings of the 10th Asia Pacific Conference on Computer Human Interaction (APCHI2012)},
  year = 2012,
}

@inproceedings{CTT100660033,
  author = {池松恭平 and 村田剛志},
  title = {3部モジュラリティの改善とその最適化手法},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100660029,
  author = {Tsuyoshi MURATA and Kenichi Otagiri},
  title = {Searching and Ranking Mathematical Formulas},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100660028,
  author = {KEN WAKITA and Hiroshi Hosobe and Masanori Takami and Tsuyoshi MURATA},
  title = {Taming Interactive Visualization of A Large-Scale Real-Life Social Graph of a Million Nodes},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100660030,
  author = {Sorn Jarukasemratana and Tsuyoshi MURATA},
  title = {Improved Web Cache Replacement Policy using Web Usage Data},
  booktitle = {2012年度人工知能学会全国大会(第26回)論文集},
  year = 2012,
}

@inproceedings{CTT100627903,
  author = {杉原貴彦 and 村田剛志},
  title = {Signedネットワークにおけるモジュラリティ},
  booktitle = {第7回ネットワークが創発する知能研究会研究報告要旨集},
  year = 2011,
}

@inproceedings{CTT100627902,
  author = {Tsuyoshi MURATA},
  title = {Detecting Communities from Social Tagging Networks Based on Tripartite  Modularity},
  booktitle = {Workshop on Link Analysis in Heterogeneous Information Networks},
  year = 2011,
}

@inproceedings{CTT100627901,
  author = {杉原貴彦 and 村田剛志},
  title = {Affinity Propagationによるコミュニティ抽出},
  booktitle = {2011年度人工知能学会全国大会(第25回)論文集},
  year = 2011,
}

@inproceedings{CTT100627900,
  author = {藤井通太 and 村田剛志},
  title = {多種ノードネットワークのランキング},
  booktitle = {2011年度人工知能学会全国大会(第25回)論文集},
  year = 2011,
}

@inproceedings{CTT100627899,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Extracting the mesoscopic structure from heterogeneous systems},
  booktitle = {Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia (HT'11)},
  year = 2011,
}

@inproceedings{CTT100627897,
  author = {元田剛史 and 村田剛志},
  title = {頂点間の類似度の足し合わせによるリンク予測精度の改善},
  booktitle = {情報処理学会第73回全国大会講演論文集},
  year = 2011,
}

@inproceedings{CTT100611858,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Evaluating Community Structure in Bipartite Networks},
  booktitle = {Proceedings of the Symposium on Social Computing Application (SCA-10)},
  year = 2010,
}

@inproceedings{CTT100611862,
  author = {Swit Phuvipadawat and Tsuyoshi MURATA},
  title = {Breaking News Detection and Tracking in Twitter},
  booktitle = {Proceedings of the 2010 International Workshop on Intelligent Web Interaction (IWI-10)},
  year = 2010,
}

@inproceedings{CTT100608092,
  author = {Tsuyoshi MURATA},
  title = {Modularity for Heterogeneous Networks},
  booktitle = {proceedings of the 21st ACM Conference on Hypertext and  Hypermedia (HyperText2010)},
  year = 2010,
}

@inproceedings{CTT100608091,
  author = {Tsuyoshi MURATA},
  title = {Detecting Communities from Tripartite Networks},
  booktitle = {poster proceedings of the 19th International  World Wide Web Conference (WWW2010)},
  year = 2010,
}

@inproceedings{CTT100608089,
  author = {Swit Phuvipadawat and Tsuyoshi MURATA},
  title = {Breaking News Detecton in Twitter},
  booktitle = {IEICE SIG Notes},
  year = 2010,
}

@inproceedings{CTT100608085,
  author = {池谷智行 and 村田剛志},
  title = {2部モジュラリティの比較および評価},
  booktitle = {情報処理学会ネットワーク生態学研究グループ 第6回ネットワーク生態学シンポジウム予稿集},
  year = 2009,
}

@inproceedings{CTT100592361,
  author = {Xin LIU and Tsuyoshi MURATA},
  title = {Community Detection in Largte-scale Bipartite Networks},
  booktitle = {Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI'09)},
  year = 2009,
}

@inproceedings{CTT100592359,
  author = {Xin LIU and Tsuyoshi MURATA},
  title = {How Does Label Propagation Algorithm Work in Bipartite Networks?},
  booktitle = {Proceedings of the 2009 International Workshop on Interlligent Web Interaction},
  year = 2009,
}

@inproceedings{CTT100592362,
  author = {Tsuyoshi MURATA},
  title = {Detecting Communities from Bipartite Networks Based on Bipartite Modularities},
  booktitle = {Proceedings of the 2009 IEEE International Conference on Social Computing (SocialCom-09)},
  year = 2009,
}

@inproceedings{CTT100592357,
  author = {Tsuyoshi MURATA},
  title = {New Modularity for Evaluating Communities in Bipartite Networks},
  booktitle = {},
  year = 2009,
}

@inproceedings{CTT100608083,
  author = {Tsuyoshi MURATA},
  title = {Modularities for Bipartite Networks},
  booktitle = {Proceedings of the 20th ACM Conference on Hypertext and Hypermedia (Hypertext 2009)},
  year = 2009,
}

@inproceedings{CTT100592356,
  author = {元田剛史 and 村田剛志 and 佐藤泰介},
  title = {実ネットワークに対する、各種リンク予測手法の適正について},
  booktitle = {2009年度人工知能学会全国大会（第23回）論文集},
  year = 2009,
}

@inproceedings{CTT100592354,
  author = {Tsuyoshi MURATA},
  title = {Community Division of Heterogeneous Networks},
  booktitle = {Proceedings of the First International Conference on Complex Sciences: Theory and Applications},
  year = 2009,
}

@inproceedings{CTT100591628,
  author = {池谷智行 and 村田剛志},
  title = {複数種ノードネットワークからのコミュニティ抽出},
  booktitle = {2008年度人工知能学会全国大会(第22回)論文集},
  year = 2008,
}

@inproceedings{CTT100591627,
  author = {小田切健一 and 村田剛志},
  title = {Math MLを用いた数式検索},
  booktitle = {2008年度人工知能学会全国大会(第22回)論文集},
  year = 2008,
}

@inproceedings{CTT100559195,
  author = {Tsuyoshi Murata and Tomoyuki Ikeya},
  title = {Analysis of Online Question-Answering Forums as Heterogeneous Networks},
  booktitle = {Proceedings of the Second International Conference on Weblogs and Social Media (ICWSM 2008)},
  year = 2008,
}

@inproceedings{CTT100559193,
  author = {竹市浩司 and 村田剛志},
  title = {ネットワークデータからのコミュニティ抽出手法の特徴比較},
  booktitle = {電子情報通信学会Webインテリジェンスとインタラクション研究会資料},
  year = 2008,
}

@inproceedings{CTT100592350,
  author = {村田剛志},
  title = {2部グラフにおけるモジュラリティ},
  booktitle = {ネットワークが創発する知能研究会第4回ワークショップ講演論文集},
  year = 2008,
}

@inproceedings{CTT100592352,
  author = {Tsuyoshi MURATA},
  title = {Discovering,Visualizing and Evaluating Online Bipartite Communities},
  booktitle = {Proc. of the 2008 International Workshop on Intelligent Web Interaction},
  year = 2008,
}

@inproceedings{CTT100559186,
  author = {Tsuyoshi Murata and Koji Takeichi},
  title = {Discovering and Visualizing Network Communities},
  booktitle = {Proceedings of 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2007 Workshop Proceedings)},
  year = 2007,
}

@inproceedings{CTT100559188,
  author = {Tsuyoshi Murata and Sakiko Moriyasu},
  title = {Link Prediction of Social Networks Based on Weighted Proximity Measures},
  booktitle = {Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007)},
  year = 2007,
}

@inproceedings{CTT100559190,
  author = {村田 剛志 and 森保 さき子},
  title = {Link Prediction for Question-Answering Bulletin Boards},
  booktitle = {Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG'07)},
  year = 2007,
}

@inproceedings{CTT100559183,
  author = {森保さき子 and 村田剛志},
  title = {インターネットQAサイトにおけるリンク予測},
  booktitle = {ネットワークが創発する知能研究会第3回ワークショップ(JWEIN2007)},
  year = 2007,
}

@inproceedings{CTT100559192,
  author = {Tsuyoshi Murata and Takahisa Suzuki},
  title = {Requirements for Visualizing Dynamic Online Social Networks},
  booktitle = {Proceedings of the 8th International Symposium on Advanced Intelligent Systems (ISIS 2007)},
  year = 2007,
}

@inproceedings{CTT100559182,
  author = {森保さき子 and 村田剛志},
  title = {インターネットQAサイトにおけるリンク予測},
  booktitle = {第21回人工知能学会全国大会},
  year = 2007,
}

@inproceedings{CTT100398240,
  author = {Tsuyoshi Murata},
  title = {Extraction of Structural Information from the Web},
  booktitle = {LNAI 3614, Springer},
  year = 2005,
}

@inproceedings{CTT100398250,
  author = {村田剛志},
  title = {Web検索件数に基づく対象間の関連性の抽出},
  booktitle = {人工知能学会},
  year = 2005,
}

@inproceedings{CTT100398243,
  author = {Tsuyoshi Murata},
  title = {Qualitative Analysis of Web User Communities},
  booktitle = {},
  year = 2005,
}

@misc{CTT100875716,
  author = {Zarina Rakhimberdina and Jodelet Quentin Magic and Xin Liu and Tsuyoshi MURATA},
  title = {Natural Image Reconstruction from fMRI using Deep Learning: A Survey},
  year = 2021,
}

@misc{CTT100875715,
  author = {Tsuyoshi MURATA},
  title = {COVID-19 and Networks},
  year = 2021,
}

@misc{CTT100836209,
  author = {高間康史 and 村田剛志},
  title = {Webインテリジェンス},
  year = 2020,
}

@misc{CTT100836208,
  author = {村田剛志},
  title = {COVID-19 とネットワーク},
  year = 2020,
}

@misc{CTT100676076,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata},
  title = {Recent Large Graph Visualization Tools : A Review},
  year = 2013,
}

@misc{CTT100592363,
  author = {村田剛志},
  title = {ネットワークからのコミュニティ抽出},
  year = 2009,
}

@misc{CTT100398266,
  author = {山田誠二 and 小野田崇 and 高間康史 and 村田剛志},
  title = {WWWにおけるメタ情報源の獲得},
  year = 2005,
}

@misc{CTT100398263,
  author = {村田剛志},
  title = {検索エンジン2005},
  year = 2005,
}

@misc{CTT100398257,
  author = {山名早人 and 村田剛志},
  title = {検索エンジンの概要},
  year = 2005,
}

@misc{CTT100595539,
  author = {Tsuyoshi MURATA},
  title = {平面幾何における発見システムに関する研究},
  year = 1997,
}



@phdthesis{CTT100595539,
  author = {Tsuyoshi MURATA},
  title = {平面幾何における発見システムに関する研究},
  school = {東京工業大学},
  year = 1997,
}