SUGIYAMA Mahito 杉山麿人

Researcher Number	10733876
Other IDs	https://orcid.org/0000-0001-5907-9831
Affiliation *help	2017 – 2018 : 国立情報学研究所, 大学共同利用機関等の部局等, 准教授 2017 – 2018 : 国立情報学研究所, 情報学プリンシプル研究系, 准教授 2013 – 2016 : 大阪大学, 産業科学研究所, 助教
Review Section/Research Field	Principal Investigator Intelligent informatics Except Principal Investigator Intelligent informatics / Intelligent informatics
Keywords	Principal Investigator 多重検定 / グラフマイニング / 統計的有意性 / 仮説検定 / 検定可能性 / データマイニング / 国際研究者交流 / 高速化 / 国際情報交換 / 木 … More Except Principal Investigator 次元縮小 / 一貫性に基づく特徴選択 / 地均し距離 / フラクタル / 離散構造データ / 離散構造 / 基準創発 / ピボット選択 / ヒルベルト整列 / 知識統合基盤 / 知識発見 / 機械学習 / 高次元特徴空間 / 概念選択 / 木編集距離 / 閉集合 / 形式概念解析 / 実数計算 / 特徴選択 Less

高次元特徴空間の概念選択と基準創発に基づく知識統合基盤の構築Ongoing
- Principal Investigator
  
  平田耕一
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyushu Institute of Technology
統計的に有意な部分構造を発見する巨大グラフマイニング手法の研究Principal InvestigatorOngoing
- Principal Investigator
  
  杉山麿人
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  National Institute of Informatics
  Osaka University
Data Mining Methods for Discovering Statistically Significant Substructures of GraphsPrincipal Investigator
- Principal Investigator
  
  SUGIYAMA Mahito
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Research Activity start-up
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Data Mining Methods Based on Closed Sets for Data Which Are Combination of Discrete and Continuous Attributes
- Principal Investigator
  
  YAMAMOTO Akihiro
- Project Period (FY)
  2010 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyoto University

All 2018 2017 2016 2015 2014 2013 2012 2011 2010

All Journal Article Presentation Book

[Book] Finding Statistically Significant Patterns from Data2017
- Author(s)
  Sugiyama, M.
- Total Pages
  6
- Publisher
  CIESM Publisher
- Data Source
  KAKENHI-PROJECT-16K16115
[Book] Searching for Bacterial Pathogens in the Digital Ocean---Executive Summary2017
- Author(s)
  Giuliano, L., Dorman, C., Bowler, C., Sugiyama, M., Vezzulli, L., Czerucka, D., Le Roux, F., D'Auria, G., Troussellier, M., Briand, F.
- Total Pages
  21
- Publisher
  CIESM Publisher
- Data Source
  KAKENHI-PROJECT-16K16115
[Journal Article] graphkernels: R and Python packages for graph comparison2018
- Author(s)
  Mahito Sugiyama, M. Elisabetta Ghisu, Felipe Llinares-Lopez, Karsten M. Borgwardt
- Journal Title
  
  Bioinformatics
  
  Volume : 34 Pages : 530-532
- DOI
  10.1093/bioinformatics/btx602
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02870, KAKENHI-PROJECT-16K16115
[Journal Article] Tensor Balancing on Statistical Manifold2017
- Author(s)
  Sugiyama Mahito、Nakahara Hiroyuki、Tsuda Koji
- Journal Title
  
  Proceedings of the 34th International Conference on Machine Learning
  
  Volume : 70 Pages : 3270-3279
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16115
[Journal Article] 統計的有意性を担保するパターンマイニング技術2017
- Author(s)
  杉山麿人
- Journal Title
  
  オペレーションズ・リサーチ誌
  
  Volume : 62 Pages : 226-232
- Open Access / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16115
[Journal Article] Information Decomposition on Structured Space2016
- Author(s)
  Sugiyama, M., Nakahara, H., Tsuda, K.
- Journal Title
  
  Proceedings of the 2016 IEEE International Symposium on Information Theory
  
  Volume : 未定
- Acknowledgement Compliant / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Information decomposition on structured space2016
- Author(s)
  Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
- Journal Title
  
  IEEE International Symposium on Information Theory
  
  Volume : - Pages : 575-579
- DOI
  10.1109/isit.2016.7541364
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02870
[Journal Article] Halting in Random Walk Kernels2015
- Author(s)
  Sugiyama, M., Borgwardt, K. M.
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume : 28 Pages : 1630-1638
- Peer Reviewed / Open Access / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing2015
- Author(s)
  Llinares-Lopez, F., Sugiyama, M., Papaxanthos, L., Borgwardt, K. M.
- Journal Title
  
  Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
  
  Volume : なし Pages : 725-734
- DOI
  10.1145/2783258.2783363
- Peer Reviewed / Open Access / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Significant Subgraph Mining with Multiple Testing Correction2015
- Author(s)
  Sugiyama, M., Llinares-Lopez, F., Kasenburg, N., Borgwardt, K.M.
- Journal Title
  
  Proceedings of the 2015 SIAM International Conference on Data Mining
  
  Volume : 未定
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Genome-Wide Detection of Intervals of Genetic Heterogeneity Associated with Complex Traits2015
- Author(s)
  Llinares-Lopez, F., Grimm, D.G., Bodenham, D.A., Gieraths, U., Sugiyama, M., Rowan, B., Borgwardt, K.M.
- Journal Title
  
  Bioinformatics
  
  Volume : 未定
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Detecting Anomalous Subgraphs on Attributed Graphs via Parametric Flow2015
- Author(s)
  Sugiyama, M., Otaki, K.
- Journal Title
  
  New Frontiers in Artificial Intelligence
  
  Volume : 未定
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26880013
[Journal Article] Outliers on Concept Lattices2014
- Author(s)
  Mahito Sugiyama
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume : 8147 Pages : 344-359
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Learning figures with the Hausdorff metric by fractals;towards computable binary classification2013
- Author(s)
  Mahito Sugiyama, Hirowatari, E., Tsuiki, H., Yamamoto, A.
- Journal Title
  
  Journal of Machine Learning
  
  Volume : 90 Pages : 91-126
- DOI
  10.1007/s10994-012-5301-z
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Privacy Preserving Using Dummy Data for Set Operations in Itemset Mining Implemented with ZDDs2013
- Author(s)
  Keisuke Otaki, Mahito Sugiyama, Akihiro Yamamoto
- Volume
  E95-D
- Pages
  3017-3025
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Learning figures with the Hausdorff metric by fractals towards computable binary classification2013
- Author(s)
  Sugiyama, M., Hirowatari, E., Tsuiki, H., Yamamoto, A
- Journal Title
  
  Journal of Machine Learning
  
  Volume : 90 Pages : 91-126
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Semi-Supervised Ligand Finding Using Formal Concept Analysis2012
- Author(s)
  Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
- Journal Title
  
  IPSJ Transactions on Mathematical Modeling and Its Applications
  
  Pages : 29-48
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] A Fast and Flexible Clustering Algorithm Using Binary Discretization2012
- Author(s)
  Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A.
- Journal Title
  
  Proceedings of the 2011 IEEE International Conference on Data Mining (ICDM 2011)
  
  Volume : (未定)(印刷中) Pages : 1212-1217
- DOI
  10.1109/icdm.2011.9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22240010, KAKENHI-PROJECT-10J05714
[Journal Article] Privacy Preserving Using Dummy Data for Set Operations in Itemset Mining Implemented with ZDDs2012
- Author(s)
  Keisuke Otaki, Mahito Sugiyama, Akihiro Yamamoto
- Journal Title
  
  IEICE transactions on information and systems
  
  Volume : E95-D
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Semi-Supervised Ligand Finding Using Formal Concept Analysis2012
- Author(s)
  Sugiyama, M.,Yamamoto, A.
- Journal Title
  
  IPSJ Transactions on Mathematical Modeling and Its Applications (TOM)
  
  Volume : 5 Pages : 114-123
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] SemiSupervised Learning for Mixed-Type Data via Formal Concept Analysis2011
- Author(s)
  Sugiyama, M., Yamamoto, A
- Journal Title
  
  Lecture Notes in Artificial Intelligence
  
  Volume : 6828 Pages : 284-297
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] Semi-Supervised Learning for Mixed-Type Data via Formal Concept Analysis2011
- Author(s)
  Sugiyama, M., Yamamoto, A.
- Journal Title
  
  Lecture Notes in Aritificail Intelligence
  
  Volume : 6828 Pages : 284-297
- DOI
  10.1007/978-3-642-22688-5_21
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-10J05714, KAKENHI-PROJECT-22240010
[Journal Article] Learning Figures with the Haussdorff Metric by Fractals2011
- Author(s)
  Mahito Sugiyama, Eiju Hirowatari, Hideki Tsuiki, Akihiro Yamamoto
- Journal Title
  
  Lecture Note in Artificial Intelligence
  
  Volume : 6331 Pages : 315-329
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] The Coding Divergence for Measuring the Complexity of Separating Two Sets2010
- Author(s)
  Mahita Sugiyama, Akihiro Yamamoto
- Journal Title
  
  JMLR : Workshop and Conference Proceedings
  
  Volume : 13 Pages : 127-143
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22240010
[Journal Article] The Coding Divergence for Measuring the Complexity of Separating Two Sets2010
- Author(s)
  Mahito Sugiyama, Akihiro Yamamoto
- Journal Title
  
  JMLR : Workshop and Conference Proceedings
  
  Pages : 127-143
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] テンソルのルジャンドル分解2018
- Author(s)
  杉山麿人、中原裕之、津田宏治
- Organizer
  第106回人工知能基本問題研究会(SIG-FPAI)
- Data Source
  KAKENHI-PROJECT-16K16115
[Presentation] Information Geometric Analysis on Partial Order Structures2017
- Author(s)
  Sugiyama Mahito
- Organizer
  Kyoto University Informatics Seminar
- Invited
- Data Source
  KAKENHI-PROJECT-16K16115
[Presentation] Significant Pattern Mining on Graphs2017
- Author(s)
  Sugiyama Mahito
- Organizer
  10th International Conference on Multiple Comparison Procedures
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16115
[Presentation] 離散化による解釈可能な分類モデルの構築2017
- Author(s)
  米田友花、杉山麿人、鷲尾隆
- Organizer
  第31回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-16K16115
[Presentation] Tensor Balancing on Statistical Manifold2017
- Author(s)
  Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
- Organizer
  34th International Conference on Machine Learning
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02870
[Presentation] ネットワーク構造上の統計モデルと情報幾何的な解析2017
- Author(s)
  杉山麿人
- Organizer
  第10回情報ネットワーク科学研究会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16115
[Presentation] 順序構造上の情報幾何的な統計解析2017
- Author(s)
  杉山麿人, 中原裕之, 津田宏治
- Organizer
  第103回人工知能学会基本問題研究会
- Place of Presentation
  湯布院公民館 (大分県由布市)
- Year and Date
  2017-03-13
- Data Source
  KAKENHI-PROJECT-16H02870
[Presentation] Statistical Analysis on Order Structures2016
- Author(s)
  Mahito Sugiyama
- Organizer
  3rd mini-symposium on Computations, Brains and Machines
- Place of Presentation
  理研BSI（埼玉県・和光市）
- Year and Date
  2016-03-17
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-26880013
[Presentation] ランダムウォークグラフカーネルの停止に関する解析2015
- Author(s)
  杉山麿人
- Organizer
  第18回情報論的学習理論ワークショップ (IBIS2015)
- Place of Presentation
  つくば国際会議場（茨城県・つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-26880013
[Presentation] 統計的パターンマイニング2015
- Author(s)
  杉山麿人
- Organizer
  第14回情報科学技術フォーラム
- Place of Presentation
  愛媛大学（愛媛県・松山市）
- Year and Date
  2015-09-15
- Invited
- Data Source
  KAKENHI-PROJECT-26880013
[Presentation] Multiple Testing Correction in Graph Mining2015
- Author(s)
  Sugiyama, M.
- Organizer
  Tokyo Workshop on Statistically Sound Data Mining
- Place of Presentation
  東京
- Year and Date
  2015-02-16
- Invited
- Data Source
  KAKENHI-PROJECT-26880013
[Presentation] Outliers on Concept Lattices2013
- Author(s)
  Mahito Sugiyama
- Organizer
  Workshop on Data Discretization and Segmentation for Knowledge Discovery (DDS2013)
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] Discovering Ligands for TRP Ion Channels Using Formal Concept Analysis2011
- Author(s)
  Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
- Organizer
  The 21st International Conference on Inductive Logic Programming (ILP 2011)
- Place of Presentation
  Windsor, UK
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] Semi-Supervised Ligand Finding Using Formal Concept Analysis2011
- Author(s)
  Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
- Organizer
  第86回MPS・第27回BIO合同研究発表会
- Place of Presentation
  調布
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] 木構造を利用した自然画像の部分領域探索とフラクタル圧縮・マイニングへの応用2011
- Author(s)
  福村貴志, 杉山麿人, 山本章博
- Organizer
  第4回情報論的学習理論と機械学習研究会(IBISML)
- Place of Presentation
  大阪市
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] 符号化ダイバージェンスを用いたクラス分類のためのオンラインアルゴリズム2011
- Author(s)
  吉岡正志, 杉山麿人, 山本章博
- Organizer
  第4回情報論的学習理論と機械学習研究会(IBISML)
- Place of Presentation
  大阪市
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] Fast Clustering Based on the Gray-Code2011
- Author(s)
  Mahito Sugiyama, Akihiro Yamamoto
- Organizer
  7th Workshop on Learning with Logics and Logics for Learning (LLLL2011)
- Place of Presentation
  大阪市
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] Mining RNA Families with Structure Histograms2011
- Author(s)
  Yudai Kawai, Mahito Sugiyama, Akihiro Yamamoto
- Organizer
  The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011)
- Place of Presentation
  大阪市
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] 離散量と連続量が混在するデータに対する形式概念分析を用いた半教師あり学習2010
- Author(s)
  杉山麿人, 山本章博
- Organizer
  第80回人工知能学会基本問題研究会
- Place of Presentation
  東京都港区
- Year and Date
  2010-11-17
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] 符号化ダイバージェンスによる2つの集合の異なり具合の定量化2010
- Author(s)
  杉山麿人, 山本章博
- Organizer
  第1回情報論的学習理論と機械学習研究会(IBISML)
- Place of Presentation
  東京都文京区
- Data Source
  KAKENHI-PROJECT-22240010
[Presentation] グレイ符号化ダイバージェンスによる連続データからの計算論的知識発見2010
- Author(s)
  杉山麿人, 山本章博
- Organizer
  第78回人工知能学会基本問題研究会
- Place of Presentation
  神戸市
- Data Source
  KAKENHI-PROJECT-22240010

1. HIRATA Kouich (20274558)

# of Collaborated Projects : 2results

# of Collaborated Products : 0results
2. YAMAMOTO Akihiro (30230535)

# of Collaborated Projects : 1results

# of Collaborated Products : 21results
3. TOKUNAGA Hiroo (30211395)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
4. TSUIKI Hideki (10211377)

# of Collaborated Projects : 1results

# of Collaborated Products : 3results
5. HIROWATARI Eiju (60274429)

# of Collaborated Projects : 1results

# of Collaborated Products : 3results
6. YOSHINAKA Ryo (80466424)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
7. 久保山哲二 (80302660)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
8. 井智弘 (20773360)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
9. 篠原武 (60154225)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
10. IKEDA Madori

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
11. OTAKI Keisuke

# of Collaborated Projects : 1results

# of Collaborated Products : 6results

SUGIYAMA Mahito 杉山 麿人

Research Projects

Research Products

Co-Researchers

高次元特徴空間の概念選択と基準創発に基づく知識統合基盤の構築Ongoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

統計的に有意な部分構造を発見する巨大グラフマイニング手法の研究Principal InvestigatorOngoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Data Mining Methods for Discovering Statistically Significant Substructures of GraphsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Data Mining Methods Based on Closed Sets for Data Which Are Combination of Discrete and Continuous Attributes

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Finding Statistically Significant Patterns from Data2017

Author(s)

Total Pages

Publisher

Data Source

[Book] Searching for Bacterial Pathogens in the Digital Ocean---Executive Summary2017

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] graphkernels: R and Python packages for graph comparison2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Tensor Balancing on Statistical Manifold2017

Author(s)

Journal Title

Data Source

[Journal Article] 統計的有意性を担保するパターンマイニング技術2017

Author(s)

Journal Title

Data Source

[Journal Article] Information Decomposition on Structured Space2016

Author(s)

Journal Title

Data Source

[Journal Article] Information decomposition on structured space2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Halting in Random Walk Kernels2015

Author(s)

Journal Title

Data Source

[Journal Article] Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Significant Subgraph Mining with Multiple Testing Correction2015

Author(s)

Journal Title

Data Source

[Journal Article] Genome-Wide Detection of Intervals of Genetic Heterogeneity Associated with Complex Traits2015

Author(s)

Journal Title

Data Source

[Journal Article] Detecting Anomalous Subgraphs on Attributed Graphs via Parametric Flow2015

Author(s)

Journal Title

SUGIYAMA Mahito 杉山麿人