NGUYEN HaoCanh

最終更新日時: 2019/06/17 16:24:11

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氏名(漢字/フリガナ/アルファベット表記)
NGUYEN HaoCanh/グエン ハオカン/Nguyen, Haocanh
所属部署・職名(部局/所属/講座等/職名)
化学研究所/化学研究所附属バイオインフォマティクスセンター/ /助教
協力講座
部局 所属 講座等 職名
薬学研究科 医薬創成情報科学専攻 医薬創成情報科学講座 助教
取得学位
学位名(日本語) 学位名(英語) 大学(日本語) 大学(英語) 取得区分
修士(知識科学) 北陸先端科学技術大学院大学
博士(知識科学) 北陸先端科学技術大学院大学
個人ホームページ
URL
http://www.bic.kyoto-u.ac.jp/pathway/canhhao/index.html
ORCID ID
https://orcid.org/0000-0002-0274-5693
researchmap URL
https://researchmap.jp/7000009445
研究テーマ
(英語)
Machine Learning, Graph, Bioinformatics
研究分野(キーワード)
キーワード(日本語) キーワード(英語)
機械学習 Machine Learning
バイオインフォマティクス Bioinformatics
論文
著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 書誌情報等 書誌情報等(日本語) 書誌情報等(英語) 出版年月 査読の有無 記述言語 掲載種別 公開
Nicolas Wicker, Canh Hao Nguyen, Hiroshi Mamitsuka Nicolas Wicker, Canh Hao Nguyen, Hiroshi Mamitsuka A p-Laplacian random walk: application to video games A p-Laplacian random walk: application to video games A p-Laplacian random walk: application to video games Austrian Journal of Statistics Austrian Journal of Statistics Austrian Journal of Statistics 2019 英語 研究論文(学術雑誌) 公開
Hirosato Seki, Canh Hao Nguyen, Van-Nam Huynh, Masahiro Inuiguchi Hirosato Seki, Canh Hao Nguyen, Van-Nam Huynh, Masahiro Inuiguchi Integrated Uncertainty in Knowledge Modelling and Decision Making Integrated Uncertainty in Knowledge Modelling and Decision Making Integrated Uncertainty in Knowledge Modelling and Decision Making , LNCS 11471 , LNCS 11471 , LNCS 11471 2019 英語 公開
Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra Bioinformatics Bioinformatics Bioinformatics 2019 研究論文(学術雑誌) 公開
Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) 2019 研究論文(国際会議プロシーディングス) 公開
Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka Fast and Robust Multi-View Multi-Task Learning via Group Sparsity Fast and Robust Multi-View Multi-Task Learning via Group Sparsity Fast and Robust Multi-View Multi-Task Learning via Group Sparsity Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) 2019 英語 研究論文(国際会議プロシーディングス) 公開
Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka SIMPLE: Sparse Interaction Model over Peaks of MoLEcules for Fast, Interpretable Metabolite Identification from Tandem Mass Spectra SIMPLE: Sparse Interaction Model over Peaks of MoLEcules for Fast, Interpretable Metabolite Identification from Tandem Mass Spectra SIMPLE: Sparse Interaction Model over Peaks of MoLEcules for Fast, Interpretable Metabolite Identification from Tandem Mass Spectra Bioinformatics, (Proceedings of the 26th International Conference on Intelligent Systems for Molecular Biology (ISMB 2018), 323-332 Bioinformatics, (Proceedings of the 26th International Conference on Intelligent Systems for Molecular Biology (ISMB 2018), 323-332 Bioinformatics, (Proceedings of the 26th International Conference on Intelligent Systems for Molecular Biology (ISMB 2018), 323-332 2018/07 英語 研究論文(学術雑誌) 公開
Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka Recent advances and prospects of computational methods for metabolite identification: a review with emphasis on machine learning approaches Recent advances and prospects of computational methods for metabolite identification: a review with emphasis on machine learning approaches Recent advances and prospects of computational methods for metabolite identification: a review with emphasis on machine learning approaches Briefings in Bioinformatics Briefings in Bioinformatics Briefings in Bioinformatics 2018 英語 研究論文(学術雑誌) 公開
Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka NMRPro: an integrated web component for interactive processing and visualization of NMR spectra NMRPro: an integrated web component for interactive processing and visualization of NMR spectra NMRPro: an integrated web component for interactive processing and visualization of NMR spectra Bioinformatics, 32, 13, 2067-2068 Bioinformatics, 32, 13, 2067-2068 Bioinformatics, 32, 13, 2067-2068 2016/06 英語 研究論文(学術雑誌) 公開
Canh Hao Nguyen, Hiroshi Mamitsuka Canh Hao Nguyen, Hiroshi Mamitsuka Canh Hao Nguyen, Hiroshi Mamitsuka New Resistance Distances with Global Information on Large Graphs New Resistance Distances with Global Information on Large Graphs New Resistance Distances with Global Information on Large Graphs JMLR Workshop and Conference Proceedings. Volume 51: Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 51, 639-647 JMLR Workshop and Conference Proceedings. Volume 51: Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 51, 639-647 JMLR Workshop and Conference Proceedings. Volume 51: Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 51, 639-647 2016/05 英語 研究論文(国際会議プロシーディングス) 公開
NGUYEN,Hao Canh NGUYEN,Hao Canh Nicolas Wicker, Canh Hao Nguyen, Hiroshi Mamitsuka Some Properties of a Dissimilarity Measure for Labeled Graphs Some Properties of a Dissimilarity Measure for Labeled Graphs Some Properties of a Dissimilarity Measure for Labeled Graphs Publications Mathematiques de Besancon Publications Mathematiques de Besancon Publications Mathematiques de Besancon 2016 英語 研究論文(学術雑誌) 公開
Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka Ahmed Mohamed, Canh Hao Nguyen, Hiroshi Mamitsuka Current status and prospects of computational resources for natural product dereplication: A review Current status and prospects of computational resources for natural product dereplication: A review Current status and prospects of computational resources for natural product dereplication: A review Briefings in Bioinformatics, 17, 2, 309-321 Briefings in Bioinformatics, 17, 2, 309-321 Briefings in Bioinformatics, 17, 2, 309-321 2016 英語 研究論文(学術雑誌) 公開
Ahmed Mohamed,Timothy Hancock,Canh Hao Nguyen,Hiroshi Mamitsuka Ahmed Mohamed,Timothy Hancock,Canh Hao Nguyen,Hiroshi Mamitsuka Ahmed Mohamed,Timothy Hancock,Canh Hao Nguyen,Hiroshi Mamitsuka NetPathMiner: R/Bioconductor package for network path mining through gene expression. NetPathMiner: R/Bioconductor package for network path mining through gene expression. NetPathMiner: R/Bioconductor package for network path mining through gene expression. Bioinformatics, 30, 21, 3139-3141 Bioinformatics, 30, 21, 3139-3141 Bioinformatics, 30, 21, 3139-3141 2014 英語 研究論文(学術雑誌) 公開
Canh Hao Nguyen,Nicolas Wicker,Hiroshi Mamitsuka Canh Hao Nguyen,Nicolas Wicker,Hiroshi Mamitsuka Canh Hao Nguyen,Nicolas Wicker,Hiroshi Mamitsuka Selecting Graph Cut Solutions via Global Graph Similarity. Selecting Graph Cut Solutions via Global Graph Similarity. Selecting Graph Cut Solutions via Global Graph Similarity. IEEE Trans. Neural Netw. Learning Syst., 25, 7, 1407-1412 IEEE Trans. Neural Netw. Learning Syst., 25, 7, 1407-1412 IEEE Trans. Neural Netw. Learning Syst., 25, 7, 1407-1412 2014 公開
Nicolas Wiker, Canh Hao Nguyen, Hiroshi Mamitsuka Nicolas Wiker, Canh Hao Nguyen, Hiroshi Mamitsuka Nicolas Wiker, Canh Hao Nguyen, Hiroshi Mamitsuka A new dissimilarity measure for comparing labeled graphs A new dissimilarity measure for comparing labeled graphs A new dissimilarity measure for comparing labeled graphs Linear Algebra and Its Applications Linear Algebra and Its Applications Linear Algebra and Its Applications 2014 公開
Canh Hao Nguyen,Hiroshi Mamitsuka Canh Hao Nguyen,Hiroshi Mamitsuka C.H. Nguyen; H. Mamitsuka Latent Feature Kernels for Link Prediction on Sparse Graphs. Latent Feature Kernels for Link Prediction on Sparse Graphs. Latent feature kernels for link prediction on sparse graphs IEEE Trans. Neural Netw. Learning Syst., 23, 11, 1793-1804 IEEE Trans. Neural Netw. Learning Syst., 23, 11, 1793-1804 IEEE Transactions on Neural Networks and Learning Systems, 23, 11, 1793-1804 2012 英語 公開
Canh Hao Nguyen,Hiroshi Mamitsuka Canh Hao Nguyen,Hiroshi Mamitsuka C.H. Nguyen; H. Mamitsuka Discriminative Graph Embedding for Label Propagation. Discriminative Graph Embedding for Label Propagation. Discriminative graph embedding for label propagation IEEE Transactions on Neural Networks, 22, 9, 1395-1405 IEEE Transactions on Neural Networks, 22, 9, 1395-1405 IEEE Transactions on Neural Networks, 22, 9, 1395-1405 2011 英語 公開
Canh Hao Nguyen,Hiroshi Mamitsuka Canh Hao Nguyen,Hiroshi Mamitsuka Canh Hao Nguyen,Hiroshi Mamitsuka Kernels for Link Prediction with Latent Feature Models. Kernels for Link Prediction with Latent Feature Models. Kernels for Link Prediction with Latent Feature Models. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II, 517-532 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II, 517-532 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II, 517-532 2011 英語 研究論文(国際会議プロシーディングス) 公開
Canh Hao Nguyen,Tu Bao Ho Canh Hao Nguyen,Tu Bao Ho C.H. Nguyen; T.B. Ho An efficient kernel matrix evaluation measure. An efficient kernel matrix evaluation measure. An efficient kernel matrix evaluation measure Pattern Recognition, 41, 11, 3366-3372 Pattern Recognition, 41, 11, 3366-3372 Pattern Recognition, 41, 11, 3366-3372 2008 英語 公開
Canh Hao Nguyen,Tu Bao Ho,Vladik Kreinovich Canh Hao Nguyen,Tu Bao Ho,Vladik Kreinovich Canh Hao Nguyen,Tu Bao Ho,Vladik Kreinovich Estimating Quality of Support Vector Machines Learning under Probabilistic and Interval Uncertainty: Algorithms and Computational Complexity. Estimating Quality of Support Vector Machines Learning under Probabilistic and Interval Uncertainty: Algorithms and Computational Complexity. Estimating Quality of Support Vector Machines Learning under Probabilistic and Interval Uncertainty: Algorithms and Computational Complexity. Interval / Probabilistic Uncertainty and Non-Classical Logics, 57-69 Interval / Probabilistic Uncertainty and Non-Classical Logics, 57-69 Interval / Probabilistic Uncertainty and Non-Classical Logics, 57-69 2008 英語 研究論文(国際会議プロシーディングス) 公開
Tu Bao Ho,Saori Kawasaki,Katsuhiko Takabayashi,Canh Hao Nguyen Tu Bao Ho,Saori Kawasaki,Katsuhiko Takabayashi,Canh Hao Nguyen Tu Bao Ho,Saori Kawasaki,Katsuhiko Takabayashi,Canh Hao Nguyen Integration of Learning Methods, Medical Literature and Expert Inspection in Medical Data Mining. Integration of Learning Methods, Medical Literature and Expert Inspection in Medical Data Mining. Integration of Learning Methods, Medical Literature and Expert Inspection in Medical Data Mining. IEICE Transactions, 90-D, 10, 1574-1581 IEICE Transactions, 90-D, 10, 1574-1581 IEICE Transactions, 90-D, 10, 1574-1581 2007 公開
Tu Bao Ho,Canh Hao Nguyen,Saori Kawasaki,Si Quang Le,Katsuhiko Takabayashi Tu Bao Ho,Canh Hao Nguyen,Saori Kawasaki,Si Quang Le,Katsuhiko Takabayashi T.-B. Ho; C.-H. Nguyen; S. Kawasaki; S.-Q. Le; K. Takabayashi Exploiting Temporal Relations in Mining Hepatitis Data. Exploiting Temporal Relations in Mining Hepatitis Data. Exploiting temporal relations in mining hepatitis data New Generation Comput., 25, 3, 247-262 New Generation Comput., 25, 3, 247-262 New Generation Computing, 25, 3, 247-262 2007 英語 公開
Tu Bao Ho,Canh Hao Nguyen,Saori Kawasaki,Katsuhiko Takabayashi Tu Bao Ho,Canh Hao Nguyen,Saori Kawasaki,Katsuhiko Takabayashi Tu Bao Ho,Canh Hao Nguyen,Saori Kawasaki,Katsuhiko Takabayashi Temporal Relations Extraction in Mining Hepatitis Data. Temporal Relations Extraction in Mining Hepatitis Data. Temporal Relations Extraction in Mining Hepatitis Data. Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings, 523-530 Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings, 523-530 Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings, 523-530 2007 英語 研究論文(国際会議プロシーディングス) 公開
Canh Hao Nguyen,Tu Bao Ho Canh Hao Nguyen,Tu Bao Ho Canh Hao Nguyen,Tu Bao Ho An Imbalanced Data Rule Learner. An Imbalanced Data Rule Learner. An Imbalanced Data Rule Learner. Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, 617-624 Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, 617-624 Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, 617-624 2005 英語 研究論文(国際会議プロシーディングス) 公開
N. Wicker; C.H. Nguyen; H. Mamitsuka N. Wicker; C.H. Nguyen; H. Mamitsuka A new dissimilarity measure for comparing labeled graphs A new dissimilarity measure for comparing labeled graphs Linear Algebra and Its Applications, 438, 5, 2331-2338 , 438, 5, 2331-2338 Linear Algebra and Its Applications, 438, 5, 2331-2338 2013/03 英語 公開
H. Tanabe; T.B. Ho; C.H. Nguyen; S. Kawasaki H. Tanabe; T.B. Ho; C.H. Nguyen; S. Kawasaki Simple but effective methods for combining kernels in computational biology Simple but effective methods for combining kernels in computational biology RIVF 2008 - 2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies, 71-78 , 71-78 RIVF 2008 - 2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies, 71-78 2008 英語 公開
C.H. Nguyen; T.B. Ho C.H. Nguyen; T.B. Ho Kernel matrix evaluation Kernel matrix evaluation IJCAI International Joint Conference on Artificial Intelligence, 987-992 , 987-992 IJCAI International Joint Conference on Artificial Intelligence, 987-992 2007 英語 公開

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タイトル言語:
外部資金:競争的資金・科学研究費補助金
種別 代表/分担 テーマ(日本語) テーマ(英語) 期間
基盤研究(C) 代表 Machine Learning on Large Graphs (平成30年度分) 2018/04/01〜2021/03/31
担当科目
講義名(日本語) 講義名(英語) 開講期 学部/研究科 年度
情報科学概論 Introduction to Bioinformatics 前期不定 薬学研究科 2014/04〜2015/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2014/04〜2015/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2015/04〜2016/03
情報科学概論 Introduction to Bioinformatics 前期不定 薬学研究科 2015/04〜2016/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2016/04〜2017/03
情報科学概論 Introduction to Bioinformatics 前期不定 薬学研究科 2016/04〜2017/03
創薬情報科学概論 Introduction to Bioinformatics for Drug Discovery 前期不定 薬学研究科 2017/04〜2018/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2017/04〜2018/03
創薬情報科学概論 Introduction to Bioinformatics for Drug Discovery 前期不定 薬学研究科 2018/04〜2019/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2018/04〜2019/03
創薬情報科学概論 Introduction to Bioinformatics for Drug Discovery 前期不定 薬学研究科 2019/04〜2020/03
ケミカル情報スキル Skill Development for Chemoinformatics 通年不定 薬学研究科 2019/04〜2020/03

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部局運営(役職等)
役職名 期間
化学研究所情報システム技術委員会委員 2015/04/01〜2016/03/31
化学研究所情報システム技術委員会委員 2016/04/01〜2017/03/31
化学研究所情報システム技術委員会委員 2017/04/01〜2018/03/31
2018/04/01〜2019/03/31
化学研究所情報システム技術委員会委員 2018/04/01〜2019/03/31
化学研究所情報システム技術委員会委員 2019/04/01〜2020/03/31