"Sunil Kumar Maurya,Xin Liu,Tsuyoshi Murata","Feature Selection: Key to Enhance Node Classification with Graph Neural Networks",,"CAAI Transactions on Intelligence Technology",,,,"pp. 1-15",2023,Jan.
"Quentin Jodelet,Xin Liu,Tsuyoshi Murata","Balanced Softmax Cross-Entropy for Incremental Learning with and without Memory",,"Computer Vision and Image Understanding",,"Vol. 225","No. 103582","pp. 1-11",2022,Nov.
"Sunil Kumar Maurya,Liu Xin,Tsuyoshi Murata","Not All Neighbors are Friendly. Learning to Choose Hop Features to Improve Node Classification","31th ACM International Conference on Information and Knowledge Management (CIKM 2022)",,,,,"pp. 4334?4338",2022,Oct.
"村田剛志","グラフニューラルネットワーク","インテリジェント・システム・シンポジウム 2021 (FAN 2021 Online)",,,,,,2022,Sept.
"Zarina Rakhimberdina,Liu Xin,Tsuyoshi Murata","Strengthening Robustness under Adversarial Attacks using Brain Visual Codes",,"IEEE Access","IEEE","Vol. 10",,"pp. 96149-96158",2022,Sept.
"村田剛志","グラフニューラルネットワーク",,,"オーム社",,,"page 248",2022,July
"Sunil Kumar Maurya,Xin Liu,Tsuyoshi Murata","Simplifying Approach to Node Classification in Graph Neural Networks",,"Journal of Computational Science","Elsevier","Vol. 62","No. 101695","pp. 1-12",2022,May
"Nuttapong Chairatanakul,Xin Liu,Hoang Nguyen,Tsuyoshi MURATA","Heterogeneous graph embedding with single-level aggregation and infomax encoding",,"Machine Learning","Springer",,,"pp. 1-30",2022,Apr.
"Nuttapong Chairatanakul,Hoang Nguyen,Xin Liu,Tsuyoshi MURATA","Leaping Through Time with Gradient-based Adaptation for Recommendation","36th AAAI Conference on Artificial Intelligence (AAAI 2022)",,"AAAI Press",,,"pp. 6141-6149",2022,Feb.
"Zarina Rakhimberdina,Jodelet Quentin Magic,Xin Liu,Tsuyoshi MURATA","Natural Image Reconstruction from fMRI using Deep Learning: A Survey",,"Frontiers in Neuroscience","frontiers","Vol. 15","No. 795488",,2021,Dec.
"Nuttapong Chairatanakul,Noppayut Sriwatanasakdi,Nontawat Charoenphakdee,Xin Liu,Tsuyoshi MURATA","Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph","Findings of the Association for Computational Linguistics (EMNLP 2021)",,"Association for Computational Linguistics",,,"pp. 1504-1517",2021,Nov.
"Tsuyoshi MURATA","Networks, Deep Learning and COVID-19","International Conference on Data Science and Official Statistics (ICDSOS 2021)",,,,,,2021,Nov.
"Nuttapong Chairatanakul,Xin Liu,Tsuyoshi MURATA","PGRA: Projected graph relation-feature attention network for heterogeneous information network embedding",,"Information Sciences","Elsevier","Volume 570",,"pp. 769-794",2021,Sept.
"Jodelet Quentin Magic,Xin Liu,Tsuyoshi MURATA","Balanced Softmax Cross-Entropy for Incremental Learning","The 30th International Conference on Artificial Neural Networks (ICANN 2021)","Lecture Notes in Computer Science","Springer","Vol. 12892",,,2021,Sept.
"Tsuyoshi MURATA","COVID-19 and Networks",,"New Generation Computing","Springer","Vol. 39",,"pp. 469?481",2021,Sept.
"Andrea Tagarelli,Sabrina Gaito,Roberto Interdonato,Tsuyoshi MURATA,Alessandra Sala,My T. Thai","Guest Editorial Introduction to the Special Section on Reloading Feature-Rich Information Networks",,"IEEE Transactions on Network Science and Engineering","IEEE","Vol. 8","No. 2","pp. 1256 - 1258",2021,July
"Sunil Maurya,Liu Xin,Tsuyoshi MURATA","Graph Neural Networks for Fast Node Ranking Approximation",,"ACM Transactions on Knowledge Discovery from Data",,"Vol. 15","No. 5","  Article No. 78",2021,May
"Hibiki Taguchi,Liu Xin,Tsuyoshi MURATA","Graph Convolutional Networks for Graphs Containing Missing Features",,"Future Generation Computer Systems","Elsevier","Vol. 117",,"pp. 155-168",2021,Apr.
"Hoang Nguyen,Takanori Maehara,Tsuyoshi MURATA","Revisiting Graph Neural Networks: Graph Filtering Perspective","the 25th International Conference on Pattern Recognition (ICPR 2020)",,,,,"pp. 8376-8383",2021,Jan.
"Ruidong Jin,Liu Xin,Tsuyoshi MURATA","Predicting Emergency Medical Service Demand with Bipartite Graph Convolutional Networks",,"IEEE Access",,"Vol. 9",,"pp. 9903-9915",2021,Jan.
"Hajime Miyazawa,Tsuyoshi MURATA","Graph Convolutional Network with Time-based Mini-batch for Information Diffusion Prediction","The 9th International Conference on Complex Networks and their Applications (Complex Networks 2020)",,"Springer",,,"pp. 8376-8383",2020,Dec.
"Kaushalya Madhawa,Tsuyoshi MURATA","MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning","the 12th Asian Conference on Machine Learning (ACML 2020)",,,,,,2020,Nov.
"Zarina Rakhimberdina,Tsuyoshi MURATA","Population Graph-based Multi-Model Ensemble Method for Diagnosing Autism Spectrum Disorder",,"Sensors","MDPI","Vol. 20","No. 21","pp. 1-18",2020,Oct.
"Kaushalya Madhawa,Tsuyoshi MURATA","Active Learning for Node Classification: An Evaluation",,"Entropy","MDPI","Vol. 22","No. 1164","pp. 1-20",2020,Oct.
"Nuttapong Chairatanakul,Xin Liu,Tsuyoshi MURATA","Recurrent Translation-based Network for Top-N Sparse Sequential Recommendation",,"IEEE Access","IEEE","Vol. 7",,"pp. 131567-131576",2020,Sept.
"高間康史,村田剛志","Webインテリジェンス",,"人工知能学会誌","人工知能学会","Vol. 35","No. 5","pp. 707-717",2020,Sept.
"村田剛志","COVID-19 とネットワーク",,"人工知能学会誌","人工知能学会","Vol. 35","No. 5","pp. 654-660",2020,Sept.
"Kaushalya Madhawa,Tsuyoshi MURATA","Active Learning on Graphs via Meta Learning","Graph Representation Learning and Beyond (GRL+)",,,,,"pp. 1-8",2020,July
"Tsuyoshi MURATA,Hiroki Arihara","Embedding of Signed Networks Focusing on Both Structure and Relation","the 11th International Conference on Complex Networks (CompleNet 2020)","Complex Networks XI. Springer Proceedings in Complexity","Springer",,,"pp. 60-69",2020,Mar.
"Hiep Vinh Le,Tsuyoshi MURATA,Masato Iguchi","Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory","the Thirty-Second Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-20)",,,"Vol. 34","No. 8","pp. 13320-13325",2020,Feb.
"Jun Jin Choong,Xin Liu,Tsuyoshi MURATA","Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization",,"Entropy","MDPI","Vol. 22","No. 2","pp. 1-21",2020,Feb.
"Hibiki Taguchi,Tsuyoshi Murata,Xin Liu","BiMLPA : Community Detection in Bipartite Networks by Multi-Label Propagation","NetSci-X 2020: Sixth International Winter School and Conference on Network Science",,"Springer",,,"pp. 17-31",2020,Jan.
"Hafizh Adi Prasetya,Tsuyoshi MURATA","A model of opinion and propagation structure polarization in social media",,"Computational Social Networks","Springer","Vol. 7","No. 2","pp. 1-35",2020,Jan.
"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.
"Tsuyoshi MURATA,Hokuto Koga","Approximation Methods for Influence Maximization in Temporal Networks",,"Temporal Network Theory","Springer",,,"pp. 345-368",2019,Dec.
"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.
"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.
"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.
"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
"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
"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
"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
"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.
"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.
"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.
"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.
"Arie Wahyu Wijayanto,Tsuyoshi MURATA","Learning Adaptive Graph Protection Strategy on Dynamic Networks via Reinforcement Learning","2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI)","Proceedings of 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI)","IEEE",,,"pp. 534-539",2018,Dec.
"Kaushalya Madhawa,Tsuyoshi MURATA","Exploring Partially Observed Networks with Nonparametric Bandits","7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)","Proceedings of the 7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)","Springer","Vol. 2",,"pp. 158-168",2018,Dec.
"Hafizh Adi Prasetya,Tsuyoshi MURATA","Modeling the Co-evolving Polarization of Opinion and News Propagation Structure in Social Media","7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)","Proceedings of the 7th International Conference on Complex Networks and Their Applications (Complex Networks 2018)",,"Vol. 2",,"pp. 314-326",2018,Dec.
"Arie Wahyu Wijayanto,Jun Jin Choong,Kaushalya Madhawa,Tsuyoshi MURATA","Robustness of Compressed Convolutional Neural Networks","Workshop on Big Data for CyberSecurity (BigCyber-2018)","Proceedings of the 2018 IEEE International Conference on Big Data (Big Data)",,,,"pp. 4829-4836",2018,Dec.
"Jun Jin Choong,Liu Xin,Tsuyoshi MURATA","Learning Community Structure with Variational Autoencoder","IEEE International Conference on Data Mining (ICDM 2018)","Proceedings of IEEE International Conference on Data Mining (ICDM 2018)","IEEE",,,"pp. 69-78",2018,Nov.
"村田剛志","深層学習による桜島噴火予測","第115回人工知能学会知識ベースシステム研究会","人工知能学会研究会資料","人工知能学会","  SIG-KBS-B802",,"pp. 26-27",2018,Nov.
"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","第115回人工知能学会知識ベースシステム研究会","人工知能学会研究会資料","人工知能学会","  SIG-KBS-B802",,"pp. 20-25",2018,Nov.
"Tsuyoshi MURATA,Hokuto Koga","Extended Methods for Influence Maximization in Dynamic Networks",,"Computational Social Networks","Springer","Vol. 5","No. 8","pp. 1-21",2018,Oct.
"Liu Xin,Natthawut Kertkeidkachorn,Tsuyoshi MURATA,Kyoung-Sook Kim,Julien Leblay,Steven Lynden","Network Embedding Based on a Quasi-Local Similarity Measure","15th Pacific Rim International Conference on  Artificial Intelligence (PRICAI 2018)",,"Springer",,,"pp. 429-440",2018,Aug.
"Liu Xin,Tsuyoshi MURATA,Kyoung-Sook Kim","Measuring Graph Reconstruction Precisions---How Well Do Embeddings Preserve the Graph Proximity Structure","the 8th International Conference on Web Intelligence, Mining and Semantics (WIMS 2018)",,"ACM","  Article No. 25",,"pp. 1-4",2018,June
"松野竜太,村田剛志","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","2018年度(第32回)人工知能学会全国大会",,,"  1N2-04",,"pp. 1-4",2018,June
"村田剛志,LE HIEP VINH,井口正人","Stacked Recurrent Neural Networkによる桜島噴火予測","2018年度(第32回)人工知能学会全国大会",,,"  2A1-02",,"pp. 1-4",2018,June
"Ryuta Matsuno,Tsuyoshi MURATA","MELL: Effective Embedding Method for Multiplex Networks","International workshop on Mining Attributed Networks (MATNet)","WWW'18 Companion Proceedings of The Web Conference 2018","ACM",,,"pp. 1261-1268",2018,Apr.
"Arie Wahyu Wijayanto,Tsuyoshi MURATA","Pre-Emptive Spectral Graph Protection Strategies on Multiplex Social Networks",,"Applied Network Science","Springer","Vol. 3","No. 5","pp. 1-24",2018,Apr.
"Tsuyoshi MURATA,Naveed Afzal","Modularity Optimization as a Training Criterion for Graph Neural Networks","the 9th International Conference on Complex Networks (CompleNet 2018)","Proceedings of the 9th International Conference on Complex Networks (CompleNet 2018)","Springer",,,,2018,Mar.
"Jun Jin Choong,Liu Xin,Tsuyoshi MURATA","Variational Approach for Learning Community Structures",,"Complexity","Hindawi","Vol. 2018","No. 4867304","pp. 1-13",2018,
"Tsuyoshi MURATA,Hokuto Koga","Methods for Influence Maximization in Dynamic Networks","the 6th International Conference on Complex Networks and Their Applications (Complex Networks 2017)","herifi C., Cherifi H., Karsai M., Musolesi M. (Eds.) Complex Networks  & Their Applications VI., Studies in Computational Intelligence","Springer","Vol. 689",,"pp. 955-966",2017,Nov.
"Youhei Oonuki,Shun Nukui,Tsuyoshi MURATA,Seiya Inagi,Xule Qiu,Masao Watanabe,Hiroshi Okamoto","Predicting Relations Between RDF Entities by Deep Neural Network","Workshop on Semantic Deep Learning (SemDeep)","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","Springer","Vol. 10577",,"pp. 343-354",2017,Nov.
"村田剛志,LE HIEP VINH,井口 正人","深層学習による火山活動認識","第112回人工知能学会知識ベースシステム研究会",,,"  SIG-KBS-B508",,"pp. 38-45",2017,Nov.
"Youhei Oonuki,Shun Nukui,Tsuyoshi MURATA,Seiya Inagi,Xule Qiu,Masao Watanabe,Hiroshi Okamoto","Predicting relations of embedded RDF entities by Deep Neural Network","The 16th International Semantic Web Conference (ISWC 2017)",,,,,,2017,Oct.
"Kouji Eguchi,Tsuyoshi MURATA","Constrained Community Detection in Multiplex Networks","the 9th International Conference on Social Informatics (SocInfo 2017)","Ciampaglia G., Mashhadi A., Yasseri T. (Edsx) Social Informatics. SocInfo 2017. Lecture Notes in Computer Science","Springer","Vol. 10539",,"pp. 75-87",2017,Sept.
"Hoang Nguyen,Tsuyoshi MURATA","Motif-Aware Graph Embedding","The Third International Workshop on Representation Learning for Graphs (ReLiG 2017)",,,,,"pp. 9-16",2017,Aug.
"Arie Wahyu Wijayanto,Tsuyoshi MURATA","Flow-Aware Vertex Protection Strategy on Large Social Networks","The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2017)",,,,,"pp. 58-63",2017,July
"西上 良祐,岸田 脩平,村田剛志","DNN圧縮時のパラメータと圧縮後の精度, 大きさの関係","2017年度(第31回)人工知能学会全国大会",,,"  1A3-4",,"  4 pages",2017,May
"Tsuyoshi MURATA,Yohei Onuki,Shun Nukui,Seiya Inagi,Xule Qiu,Masao Watanabe,Hiroshi Okamoto","Predicting relations between RDF entities by Deep Neural Network","Workshop on Semantic Deep Learning (SemDeep)",,,,,"  12 pages",2017,May
"大貫 陽平,貫井 駿,村田剛志,稲木 誓哉,邱 シュウレ,渡部 雅夫,岡本 洋","DNNによるRDF上の単語間の関係の予測","2017年度(第31回)人工知能学会全国大会",,,"  1A3-3",,"  4 pages",2017,May
"Tsuyoshi MURATA,Takahiko Sugihara,Talel Abdessalem","Community Detection in Signed Networks Based on Extended Signed Modularity","The 8th Conference on Complex Networks (CompleNet 2017)","Goncalves, B., Menezes, R., Sinatra, R., Zlatic, V. (Eds.), Proceedings of the 8th Conference on Complex Networks (CompleNet 2017), Complex Networks VIII","Springer",,,"pp. 67-80",2017,Mar.
"大貫 陽平,貫井 駿,村田 剛志,稲木 誓哉,邱 シュウレ,渡部 雅夫,岡本 洋","DNNを用いたRDF上の単語間の関係の予測","第41回セマンティックウェブとオントロジー(SWO)研究会",,,"  SIG-SWO-041-02",,"pp. 1-8",2017,Feb.
"江口幸司,村田剛志","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",,"人工知能学会論文誌",,"Vol. 32","No. 1","  WII-C_1-9",2017,Jan.
"村田剛志","多層ネットワークによる構造データ分析","多層ネットワークによる構造データ分析",,,,,,2016,Sept.
"稲木 誓哉,邱 シュウレ,渡部雅夫,貫井 駿,村田剛志,岡本 洋","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","第13回ネットワーク生態学シンポジウム",,,,,,2016,Aug.
"邱 シュウレ,稲木 誓哉,貫井 駿,村田剛志,岡本 洋","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","第13回ネットワーク生態学シンポジウム",,,,,,2016,Aug.
"邱 シュウレ,稲木 誓哉,貫井 駿,村田剛志,岡本 洋","二部ネットワークからのコミュニティ検出","ネットワークが創発する知能研究会(JWEIN2016)","ネットワークが創発する知能研究会(JWEIN2016)論文集",,,,"Page 1-6",2016,Aug.
"古賀北斗,村田剛志","動的ネットワークにおける影響最大化手法の拡張","ネットワークが創発する知能研究会(JWEIN2016)","ネットワークが創発する知能研究会(JWEIN2016)論文集",,,,"Page 1-7",2016,Aug.
"名部井康博,村田剛志","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","第13回ネットワーク生態学シンポジウム",,,,,,2016,Aug.
"貫井 駿,村田剛志","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","2016年度人工知能学会全国大会(第30回)","2016年度人工知能学会全国大会(第30回)論文集","人工知能学会","Vol. 3N4-OS-28b-3",,"pp. 1-4",2016,June
"Tsuyoshi MURATA","Mining and learning on heterogeneous networks","6th International Conference on Web Intelligence, Mining and Semantics (WIMS'16)",,,,,,2016,June
"江口 幸司,村田剛志","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","2016年度人工知能学会全国大会(第30回)","2016年度人工知能学会全国大会(第30回)論文集","人工知能学会","Vol. 3N3-OS-28a-2",,"pp. 1-4",2016,June
"邱 シュウレ,稲木 誓哉,貫井 駿,村田剛志,岡本 洋","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","2016年度人工知能学会全国大会(第30回)","2016年度人工知能学会全国大会(第30回)論文集","人工知能学会","Vol. 3N4-OS-28b-4",,"pp. 1-3",2016,June
"Xin Liu,Weichu Liu,Tsuyoshi MURATA,Ken Wakita","Community Detection in Multi-Partite Multi-Relational Networks Based on Information Compression",,"New generation computing : an international journal on fifth generation computers","Ohmsha","Vol. 34","No. 1,2","pp. 153-176",2016,Mar.
"Phiradet Bangcharoensap,Tsuyoshi MURATA,Hayato Kobayashi,Nobuyuki Shimizu","Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization","9th International Conference on Web Search and Data Mining (WSDM 2016)","Proceedings of the 9th International Conference on Web Search and Data Mining (WSDM 2016)","ACM",,,"pp. 437-446",2016,Feb.
"Tsuyoshi MURATA","Comparison of Inter-Layer Couplings of Multilayer Networks",,"Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015",,,,"pp. 448-452",2016,
"大澤翔吾,村田剛志","動的ネットワークにおける影響最大化",,"人工知能学会論文誌","人工知能学会","Vol. 30","No. 6","pp. 693-702",2015,Nov.
"Tsuyoshi MURATA,Koji Mineshima,Daisuke Bekki","New Frontiers in Artificial Intelligence -- Revised Selected Papers of JSAI-isAI 2014 Workshops",,,"Springer","  LNCS 9067",,"Page 357",2015,Oct.
"Phiradet Bangcharoensap,Hayato Kobayashi,Nobuyuki Shimizu,Satoshi Yamauchi,Tsuyoshi MURATA","Two step graph-based semi-supervised learning for online auction fraud detection","ECML PKDD 2015","Proceedings of ECML PKDD 2015 conference","Springer","  LNAI 9286",,"pp. 165-179",2015,Sept.
"村田剛志","Multilayerネットワークとコミュニティ抽出","第12回ネットワーク生態学シンポジウム",,,,,,2015,Aug.
"貫井 駿,村田剛志","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","2015年度人工知能学会全国大会(第29回)","2015年度人工知能学会全国大会(第29回)論文集","人工知能学会","Vol. 1C5-5",,"pp. 1-4",2015,May
"名部井 康博,村田剛志","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","2015年度人工知能学会全国大会(第29回)","2015年度人工知能学会全国大会(第29回)論文集","人工知能学会","Vol. 1C5-2",,"pp. 1-4",2015,May
"Sorn Jarukasemratana,Tsuyoshi Murata","Edge Weight Method for Community Detection on Mixed Scale-Free Networks",,"International Journal on Artificial Intelligence Tools","World Scientific","Vol. 24","No. 2","pp. 1-24",2015,Apr.
"Shogo Osawa,Tsuyoshi MURATA","Selecting Seed Nodes for Influence Maximization in Dynamic Networks","6th Workshop on Complex Networks (CompleNet 2015)","Studies in Computational Intelligence","Springer","Vol. 597",,"pp. 91-98",2015,Mar.
"Keisuke Nakata,Tsuyoshi MURATA","Fast Optimization of Hamiltonian for Constrained Community Detection","6th Workshop on Complex Networks (CompleNet 2015)","Studies in Computational Intelligence","Springer","Vol. 597",,"pp. 79-89",2015,Mar.
"仲田圭佑,村田剛志","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",,"人工知能学会論文誌","人工知能学会","Vol. 30","No. 1","pp. 96-101",2015,Jan.
"Sorn Jarukasemratana,Tsuyoshi Murata","Community Detection in Scale-Free Networks using Edge Weight and Modularity Optimization Method",,"Transactions of the Japanese Society for Artificial Intelligence","The Japanese Society for Artificial Intelligence","Vol. 30","No. 1","pp. 84-95",2015,Jan.
"Xin Liu,Weichu Liu,Tsuyoshi Murata,Ken Wakita","A Framework for Community Detection in Heterogeneous Multi-Relational Networks",,"Advances in Complex Systems","World Scientific Publishing","Vol. 17","No. 1450018","Page 1-21",2014,Sept.
"Xin Liu,Tsuyoshi MURATA,Ken Wakita","A unified modularity by encoding the similarity attraction feature into the null model","The 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM 2014)","Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining","IEEE",,,"pp. 521-528",2014,Aug.
"Kemal Maulana Kurniawan,Tsuyoshi Murata","Predicting Within- and Inter-community Links in Networks","人工知能学会知識ベースシステム研究会(第102回)","人工知能学会知識ベースシステム研究会資料","人工知能学会","Vol. SIG-KBS-B401",,"pp. 8-12",2014,July
"Xin Liu,Tsuyoshi Murata,Ken Wakita","Detecting network communities beyond assortativity-related attributes",,"Physical Review E","American Physical Society","Vol. 90","No. 012806","Page 10",2014,July
"Sorn Jarukasemratana,Tsuyoshi MURATA","Edge Weight Method for Community Detection in Scale-Free Networks","the 4th International Conference on Web Intelligence, Mining and Semantics","Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics",,,,"pp. 1-9",2014,June
"仲田 圭佑,村田剛志","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","2014年度人工知能学会全国大会(第28回)","2014年度人工知能学会全国大会(第28回)論文集","人工知能学会",,"No. 3B3-OS-10a-3","Page 1-4",2014,May
"Sorn Jarukasemratana,Tsuyoshi Murata,Xin Liu","Community Detection Algorithm based on Centrality and Node Closeness in Scale-Free Networks",,"人工知能学会論文誌","人工知能学会","Vol. 29","No. 2","pp. 234-244",2014,Mar.
"Yu Sakamoto,Tsuyoshi Murata","Visualizing the Structure of Great Speeches","IEEE Pacific Visualization Symposium 2014","Poster Proceedings of IEEE Pacific Visualization Symposium","IEEE",,,"pp. 21-22",2014,Mar.
"池松恭平,村田剛志","3部モジュラリティの改善とその最適化手法",,"人工知能学会論文誌","人工知能学会","Vol. 29","No. 2","pp. 244-258",2014,Mar.
"Kyohei Ikematsu,Tsuyoshi Murata","A Fast Method for Detecting Communities from Tripartite Networks","5th International Conference on Social Informatics  (SocInfo 2013)","Proceedings of the 5th International Conference on Social Informatics  (SocInfo 2013)","Springer","Vol. LNCS 8238",,"pp. 192-205",2013,Nov.
"Sorn Jarukasemratana,Tsuyoshi Murata","Web Caching Replacement Algorithm based on Web Usage Data",,"New Generation Computing","Ohmsha","Vol. 31","No. 4","pp. 311-329",2013,Oct.
"Sorn Jarukasemratana,Tsuyoshi Murata","Recent Large Graph Visualization Tools : A Review",,"コンピュータ ソフトウェア","日本ソフトウェア科学会","Vol. 30","No. 2",,2013,Aug.
"Tsuyoshi MURATA","Generic Modularity for Heterogeneous Networks","The 9th Workshop on Algorithms and Models for the Web Graph (WAW2012)",,,,,,2013,June
"Amjad Twalo,Tsuyoshi Murata","Internet Traffic Classification using multi-classifier systems","2013年度人工知能学会全国大会(第27回)","2013年度人工知能学会全国大会(第27回)論文集","人工知能学会",,,"Page 3",2013,June
"Weichu Liu,Tsuyoshi Murata,Xin Liu","Community Detection on Heterogeneous Networks","2013年度人工知能学会全国大会(第27回)","2013年度人工知能学会全国大会(第27回)論文集","人工知能学会",,,"Page 3",2013,June
"Xin Liu,Tsuyoshi Murata,Ken Wakita","Extracting the multilevel communities based on network structural and nonstructural information","22nd international conference on World Wide Web (WWW 2013)","Proceedings of the 22nd international conference on World Wide Web","ACM",,,"pp. 191-192",2013,May
"Sorn Jarukasemratana,Tsuyoshi Murata,Xin Liu","Community detection algorithm based on centrality and node distance in scale-free networks","24th ACM Conference on Hypertext and Social Media (Hypertext 2013)","Proceedings of the 24th ACM Conference on Hypertext and Social Media (Hypertext 2013)","ACM",,,"pp. 258-262",2013,May
"杉原貴彦,LiuXin,村田剛志","Signedネットワークからのコミュニティ抽出",,"人工知能学会論文誌",,"Vol. 28","No. 1","pp. 67-76",2013,Jan.
"Xin Liu,Tsuyoshi Murata,Ken Wakita","Exploring the multilevel community structure in D4D dataset","D4D challenge 2013",,,,,,2013,
"Xin Liu,Tsuyoshi Murata,Ken Wakita","Extending modularity by capturing the similarity attraction feature in the null model","International School and Conference on Network Science (NetSci 2013)",,,,,,2013,
"杉原貴彦,村田剛志","Signedネットワークからのコミュニティ抽出",,"人工知能学会研究会資料",,"  SIG-KBS-B202-02",,"pp. 7-12",2012,Nov.
"unknown unknown,Tsuyoshi MURATA,KEN WAKITA","Extending modularity by incorporating distance functions in the null model",,"ArXiv",,"  1210.4007",,"  4 pages",2012,Oct.
"Sorn Jarukasemratana,Tsuyoshi MURATA","Visualizing Web Structure based on Browsing Sessions",,"Proceedings of the 10th Asia Pacific Conference on Computer Human Interaction (APCHI2012)",,"  2P-89",,"  2 pages",2012,Aug.
"池松恭平,村田剛志","3部モジュラリティの改善とその最適化手法","ネットワークが創発する知能研究会(JWEIN2012)",,,,,"  8 pages",2012,Aug.
"Tsuyoshi MURATA,Kenichi Otagiri","Searching and Ranking Mathematical Formulas","Mathematical Information Retrieval workshop (MIR2012)",,,,,,2012,July
"KEN WAKITA,Hiroshi Hosobe,Masanori Takami,Tsuyoshi MURATA","Taming Interactive Visualization of A Large-Scale Real-Life Social Graph of a Million Nodes","Workshop on Social Media Visualization (SocMedVis)",,,,,,2012,June
"Sorn Jarukasemratana,Tsuyoshi MURATA","Improved Web Cache Replacement Policy using Web Usage Data",,"2012年度人工知能学会全国大会(第26回)論文集",,"  3M2-IOS-3B-8",,"  6 pages",2012,June
"Liu Xin,Tsuyoshi MURATA","Detecting Communities in K-Partite K-Uniform (Hyper)Networks",,"Journal of Computer Science and Technology","Springer","Vol. 26","No. 5","pp. 778-791",2011,Sept.
"杉原貴彦,村田剛志","Signedネットワークにおけるモジュラリティ","第7回ネットワークが創発する知能研究会","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","日本ソフトウエア科学会",,,"pp. 33-38",2011,Sept.
"Tsuyoshi MURATA","Detecting Communities from Social Tagging Networks Based on Tripartite  Modularity","Workshop on Link Analysis in Heterogeneous Information Networks","Workshop on Link Analysis in Heterogeneous Information Networks",,,,"  1-4",2011,July
"杉原貴彦,村田剛志","Affinity Propagationによるコミュニティ抽出","2011年度人工知能学会全国大会(第25回)","2011年度人工知能学会全国大会(第25回)論文集","人工知能学会",,,"pp. 1-4",2011,June
"藤井通太,村田剛志","多種ノードネットワークのランキング","2011年度人工知能学会全国大会(第25回)","2011年度人工知能学会全国大会(第25回)論文集","人工知能学会",,,"pp. 1-4",2011,June
"Xin Liu,Tsuyoshi MURATA","Extracting the mesoscopic structure from heterogeneous systems","the 22nd ACM Conference on Hypertext and Hypermedia (HT'11)","Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia (HT'11)","ACM",,,"pp. 211-220",2011,June
"元田剛史,村田剛志","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",,"人工知能学会論文誌","オーム社","Vol. 26","No. 3","pp. 427-439",2011,May
"元田剛史,村田剛志","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","情報処理学会第73回全国大会","情報処理学会第73回全国大会講演論文集","情報処理学会",,,"  657-658",2011,Mar.
"Swit Phuvipadawat,Tsuyoshi MURATA","Detecting a Multi-Level Content Similarity from Microblogs based on Community Structures and Named Entities",,"Journal of Emerging Technologies in Web Intelligence","Academy Publisher","Vol. 3","No. 1","pp. 11-19",2011,Feb.
"池谷智行,村田剛志","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",,"コンピュータソフトウェア","岩波書店","Vol. 28","No. 1","pp. 91-102",2011,Feb.
"Tsuyoshi MURATA","A New Tripartite Modularity for Detecting Communities",,"Computer Software","Iwanami Publishers","Vol. 28","No. 1","pp. 154-161",2011,Feb.
"Spanurattana, S.,Tsuyoshi MURATA","Visual analysis of bipartite networks",,"Proceedings - IEEE International Conference on Data Mining, ICDM",,,,"pp. 833-838",2011,
"Tsuyoshi MURATA,Yamada, S.","Intelligent web interactions",,"Journal of Emerging Technologies in Web Intelligence",,"Vol. 3","No. 1","pp. 1-2",2011,
"Tsuyoshi MURATA","Detecting Communities in Social Networks",,"Handbook of Social Network -- Technologies and Applications","Springer","  Chapter12",,"pp. 269-280",2010,Dec.
"Xin Liu,Tsuyoshi MURATA","Evaluating Community Structure in Bipartite Networks","The second IEEE International Conference on Social Computing","Proceedings of the Symposium on Social Computing Application (SCA-10)",,,,"pp. 576-581",2010,Aug.
"Swit Phuvipadawat,Tsuyoshi MURATA","Breaking News Detection and Tracking in Twitter",,"Proceedings of the 2010 International Workshop on Intelligent Web Interaction (IWI-10)",,,,"pp. 120-123",2010,Aug.
"Tsuyoshi MURATA","Modularity for Bipartite Networks",,"Data Mining for Social  Network Data","Nasrullah Memon eds., Springer",,,"pp. 109-123",2010,July
"Tsuyoshi MURATA","Modularity for Heterogeneous Networks",,"proceedings of the 21st ACM Conference on Hypertext and  Hypermedia (HyperText2010)",,,,"pp. 129-134",2010,June
"Xin Liu,Tsuyoshi MURATA","An Efficient Algorithm for Optimixing Bipartite Modularity in  Bipartite Networks",,,"Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII)","Vol. 14","No. 4","pp. 408-415",2010,May
"Tsuyoshi MURATA","Detecting Communities from Tripartite Networks","the 19th International  World Wide Web Conference (WWW2010)","poster proceedings of the 19th International  World Wide Web Conference (WWW2010)","ACM",,,"pp. 1159-1160",2010,Apr.
"Xin Liu,Tsuyoshi MURATA","Advanced modularity-specialized label propagation algorithm for detecting communities in networks",,"Physica A: Statistical Mechanics and its Applications","Elsevier","Vol. 389","No. 7","pp. 1493-1500",2010,Apr.
"Tsuyoshi MURATA,Tomoyuki IKEYA","A New Modularity for Detecting One-to-Many Correspondence of Communities in Bipartite Networks",,"Advances in Complex Systems","World Scientific","Vol. 13","No. 1","pp. 19-31",2010,Mar.
"Swit Phuvipadawat,Tsuyoshi MURATA","Breaking News Detecton in Twitter","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","IEICE SIG Notes",,"Vol. WI2-2010-23",,"pp. 79-84",2010,Mar.
"Xin Liu,Tsuyoshi MURATA","Community Detection in Large-scale Bipartite Networks",,"人工知能学会論文誌","人工知能学会","Vol. 25","No. 1","pp. 16-24",2010,Jan.
"池谷智行,村田剛志","2部モジュラリティの比較および評価","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","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",,,,"pp. 92-100",2009,Dec.
"Xin LIU,Tsuyoshi MURATA","Community Detection in Largte-scale Bipartite Networks","2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI'09)","Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI'09)",,,,"pp. 50-57",2009,Sept.
"Xin LIU,Tsuyoshi MURATA","How Does Label Propagation Algorithm Work in Bipartite Networks?","2009 International Workshop on Interlligent Web Interaction (IWI'09)","Proceedings of the 2009 International Workshop on Interlligent Web Interaction",,,,"pp. 5-8",2009,Sept.
"村田剛志","ネットワークからのコミュニティ抽出",,"知能と情報(日本知能情報ファジィ学会誌)",,"Vol. 21","No. 4","pp. 500-508",2009,Aug.
"Tsuyoshi MURATA","Detecting Communities from Bipartite Networks Based on Bipartite Modularities","the 2009 IEEE International Conference on Social Computing (SocialCom-09)","Proceedings of the 2009 IEEE International Conference on Social Computing (SocialCom-09)",,,,"pp. 50-57",2009,Aug.
"Tsuyoshi MURATA","New Modularity for Evaluating Communities in Bipartite Networks","the 7th International Workshop on Mining and Learning with Graphs (MLG-09)",,,,,,2009,July
"Tsuyoshi MURATA","Modularities for Bipartite Networks","Proceedings of the 20th ACM Conference on Hypertext and Hypermedia (Hypertext 2009)","Proceedings of the 20th ACM Conference on Hypertext and Hypermedia (Hypertext 2009)",,,,"pp. 245-250",2009,June
"元田剛史,村田剛志,佐藤泰介","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",,"2009年度人工知能学会全国大会（第23回）論文集",,"  3B1-1",,"  4",2009,June
"Tsuyoshi MURATA","Community Division of Heterogeneous Networks","the First International Conference on Complex Sciences","Proceedings of the First International Conference on Complex Sciences: Theory and Applications",,,,"  12 pages",2009,Feb.
"森保さき子,村田剛志","インタ-ネットQAサイトにおけるリンク予測",,"情報処理学会論文誌:数理モデル化と応用(TOM)",,"Vol. 2","No. 1","pp. 10-21",2009,Jan.
"池谷智行,村田剛志","複数種ノードネットワークからのコミュニティ抽出","2008年度人工知能学会全国大会(第22回)","2008年度人工知能学会全国大会(第22回)論文集","人工知能学会","  3E1-4",,"Page 4",2008,June
"小田切健一,村田剛志","Math MLを用いた数式検索","2008年度人工知能学会全国大会(第22回)","2008年度人工知能学会全国大会(第22回)論文集","人工知能学会","  1F1-3",,"Page 4",2008,June
"村田 剛志,池谷 智行","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",,"人工知能学会論文誌","人工知能学会","Vol. 23","No. 5","pp. 293-302",2008,June
"Tsuyoshi Murata,Sakiko Moriyasu","Link Prediction based on Structural Properties of Online Social Networks",,"New Generation Computing","Ohmsha","Vol. 26","No. 3","pp. 245-257",2008,June
"Tsuyoshi Murata,Tomoyuki Ikeya","Analysis of Online Question-Answering Forums as Heterogeneous Networks","Second International Conference on Weblogs and Social Media (ICWSM 2008)","Proceedings of the Second International Conference on Weblogs and Social Media (ICWSM 2008)",,,,"pp. 210-211",2008,Apr.
"竹市浩司,村田剛志","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",,"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","電子情報通信学会","Vol. WI2-2008-08",,"pp. 35-40",2008,Mar.
"Tsuyoshi Murata","Detection of Breaking News from Online Web Search Queries",,"New Generation Computing","Ohmsha","Vol. 26","No. 1","pp. 63-73",2008,Jan.
"村田剛志","2部グラフにおけるモジュラリティ","日本ソフトウェア科学会 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","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",,,,"pp. 30-35",2008,
"Tsuyoshi MURATA","Discovering,Visualizing and Evaluating Online Bipartite Communities","2008 International Workshop on Intelligent Web Interaction","Proc. of the 2008 International Workshop on Intelligent Web Interaction",,,,"pp. 161-164",2008,
"Tsuyoshi Murata,Koji Takeichi","Discovering and Visualizing Network Communities","Workshop on Intelligent Web Interaction Workshop 2007","Proceedings of 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2007 Workshop Proceedings)",,,,"pp. 217-220",2007,Nov.
"Tsuyoshi Murata,Sakiko Moriyasu","Link Prediction of Social Networks Based on Weighted Proximity Measures","2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007)","Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007)","IEEE",,,"pp. 85-88",2007,Nov.
"村田 剛志,森保 さき子","Link Prediction for Question-Answering Bulletin Boards","5th International Workshop on Mining and Learning with Graphs (MLG'07)","Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG'07)",,,,"pp. 115-118",2007,Aug.
"森保さき子,村田剛志","インターネットQAサイトにおけるリンク予測",,"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)","日本ソフトウエア科学会 ネットワークが創発する知能研究会",,,"pp. 113-118",2007,Aug.
"Tsuyoshi Murata,Takahisa Suzuki","Requirements for Visualizing Dynamic Online Social Networks","8th International Symposium on Advanced Intelligent Systems (ISIS 2007)","Proceedings of the 8th International Symposium on Advanced Intelligent Systems (ISIS 2007)",,"Vol. A1294",,"pp. 127-130",2007,Aug.
"Tsuyoshi Murata,Kota Saito","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","Workshop on Emergent Intelligence of Networked Agents (WEIN 06)","Emergent Intelligence of Networked Agents","Springer","Vol. 56",,"pp. 139-146",2007,June
"Tsuyoshi MURATA","Discovery of User Communities Based on Terms of Web Log Data",,"New Generation Computing","Ohmsha","Vol. 25","No. 3","pp. 293-303",2007,June
"森保さき子,村田剛志","インターネットQAサイトにおけるリンク予測",,"第21回人工知能学会全国大会","人工知能学会","Vol. 1G1-1",,,2007,June
"Tsuyoshi Murata","Extraction of Structural Information from the Web","The Second International Conference on Fuzzy Systems and  Knowledge Discovery (FSKD2005)","LNAI 3614, Springer",,,,"pp. 1204-1207",2005,
"Tsuyoshi Murata","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)",,,"IOS Press",,,"pp. 199-208",2005,
"山田誠二,小野田崇,高間康史,村田剛志","WWWにおけるメタ情報源の獲得",,"人工知能学会",,"Vol. 20","No. 2","pp. 149-156",2005,
"村田剛志","検索エンジン2005",,"情報処理学会",,"Vol. 46","No. 9","pp. 979-1015",2005,
"山名早人,村田剛志","検索エンジンの概要",,"情報処理学会",,"Vol. 46","No. 9","pp. 981-987",2005,
"村田剛志","Web検索件数に基づく対象間の関連性の抽出","人工知能学会研究会資料","人工知能学会",,,,"pp. SIG-KBS-A501, pp.19-23",2005,
"Tsuyoshi Murata","Qualitative Analysis of Web User Communities","The Third International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS2005)",,,,,"pp. SS4A-4, CD-ROM",2005,
"村田剛志","平面幾何における発見システムに関する研究",,,,,,,1997,Feb.