"Tsuyoshi MURATA,Hokuto Koga","Approximation Methods for Influence Maximization in Temporal Networks",,"Temporal Network Theory","Springer",,,"pp. 345-368",2019,Dec.
"Zarina Rakhimberdina,Tsuyoshi MURATA","Linear Graph Convolutional Model for Diagnosing Brain Disorders","the 8th International Conference on Complex Networks and Their Applications (Complex Networks 2019)",,"Springer","Vol. 2",,"pp. 815-826",2019,Dec.
"立花誠人,村田剛志","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",,"人工知能学会論文誌","人工知能学会",,,,2019,Nov.
"在原大樹,村田剛志","Signed Networkにおけるノードの分散表現の学習","第118回 知識ベースシステム研究会 (SIG-KBS)",,,"Vol. SIG-KBS-B902",,"pp. 1-6",2019,Nov.
"Sunil Kumar Maurya,Xin Liu,Tsuyoshi MURATA","Fast approximations of betweenness centrality with Graph Neural Networks","the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019)",,,,,"pp. 2149-2152",2019,Nov.
"村田剛志","Pythonで学ぶネットワーク分析 ColaboratoryとNetworkXを使った実践入門",,,"オーム社",,,,2019,Sept.
"Liu Xin,Chenyi Zhuang,Tsuyoshi MURATA,Kyoung-Sook Kim,Natthawut Kertkeidkachorn","How Much Topological Structure Is Preserved by Graph Embeddings?",,"Computer Science and Information Systems",,"Vol. 16","No. 2","pp. 597-614",2019,June
"田口響,村田剛志","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","2019年度(第33回)人工知能学会全国大会",,,"  4B2-J-3",,"pp. 1-4",2019,June
"Youhei Oonuki,Shun Nukui,Tsuyoshi MURATA,Seiya Inagi,Xule Qiu,Masao Watanabe,Hiroshi Okamoto","Relation Prediction in Knowledge Graph by Multi-Label Deep Neural Network",,"Applied Network Science","Springer","Vol. 4","No. 20","pp. 1-17",2019,May
"Hoang Nguyen,Jun Jin Choong,Tsuyoshi MURATA","Learning Graph Neural Networks with Noisy Labels","The 2nd Learning from Limited Labeled Data (LLD) Workshop",,,,,"pp. 1-5",2019,May
"Kaushalya Madhawa,Tsuyoshi MURATA","A multi-armed bandit approach for exploring partially observed networks",,"Applied Network Science","Springer","Vol. 6","No. 26","pp. 1-18",2019,May
"Arie Wahyu Wijayanto,Tsuyoshi MURATA","Effective and scalable methods for graph protection strategies against epidemics on dynamic networks",,"Applied Network Science","Springer","Vol. 4","No. 18","pp. 1-31",2019,Apr.
"Arie Wahyu Wijayanto,Jun Jin Choong,Kaushalya Madhawa,Tsuyoshi MURATA","Towards Robust Compressed Convolutional Neural Networks","The 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019)","Proceedings of the 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019)","IEEE",,,"pp. 168-175",2019,Feb.
"Liu Xin,Tsuyoshi MURATA,Kyoung-Sook Kim,Chatchawan Kotarasu,Chenyi Zhuang","A General View for Network Embedding as Matrix Factorization","12th ACM International Conference on Web Search and Data Mining (WSDM 2019)","Proceedings of the 12th ACM International Conference on Web Search and Data Mining (WSDM 2019)","ACM",,,"pp. 375-383",2019,Feb.
"Hiep Le,Tsuyoshi MURATA,Masato Iguchi","Deep Modular Multimodal Fusion on Multiple Sensors for Volcano Activity Recognition","European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018)","Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2018. Lecture Notes in Computer Science",,"Vol. 11053",,"pp. 602?617",2019,Jan.