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Sugiyama Mahito  杉山 麿人

… Alternative Names

SUGIYAMA Mahito  杉山 麿人

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Researcher Number 10733876
Other IDs
  • ORCIDhttps://orcid.org/0000-0001-5907-9831
Affiliation (Current) 2020: 国立情報学研究所, 情報学プリンシプル研究系, 准教授
Affiliation (based on the past Project Information) *help 2017 – 2019: 国立情報学研究所, 情報学プリンシプル研究系, 准教授
2017: 国立情報学研究所, 大学共同利用機関等の部局等, 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
グラフマイニング / 仮説検定 / 多重検定 / 統計的有意性 / 検定可能性 / パターンマイニング / ランダム置換 / 国際情報交換 / スイス連邦 / 部分グラフ … More / 実効的検定数 / 高速化 / 国際研究者交流 / グラフ / パターン / 情報幾何 / 半順序集合 / 木 / データマイニング / 知識発見 … More
Except Principal Investigator
知識発見 / 機械学習 / 形式概念解析 / 閉集合 / 実数計算 / 離散構造データ / フラクタル / 高次元特徴空間 / 概念選択 / 基準創発 / 離散構造 / 距離 / 類似性 / 次元縮小 / 埋め込み / 地均し距離 / ピボット選択 / 特徴選択 / 知識統合基盤 / 木編集距離 / ヒルベルト整列 / 一貫性に基づく特徴選択 Less
  • Research Projects

    (4 results)
  • Research Products

    (55 results)
  • Co-Researchers

    (11 People)
  •  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
  •  Finding Significant Subgraphs from Big Graph dataPrincipal Investigator

    • Principal Investigator
      Sugiyama Mahito
    • 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 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010

All Journal Article Presentation Book

  • [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
  • [Book] Finding Statistically Significant Patterns from Data2017

    • Author(s)
      Sugiyama, M.
    • Total Pages
      6
    • Publisher
      CIESM Publisher
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Summarizing Significant Subgraphs by Probabilistic Logic Programming2019

    • Author(s)
      Bellodi, E., Satoh, K., Sugiyama, M.
    • Journal Title

      Intelligent Data Analysis

      Volume: 印刷中

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions2019

    • Author(s)
      Luo, S., Sugiyama, M.
    • Journal Title

      Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19)

      Volume: 印刷中

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Legendre Decomposition for Tensors2018

    • Author(s)
      Sugiyama, M., Nakahara, H., Tsuda, K.
    • Journal Title

      Advances in Neural Information Processing Systems (NeurIPS2018)

      Volume: 31 Pages: 8825-8835

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Legendre Decomposition for Tensors2018

    • Author(s)
      Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
    • Journal Title

      NeurIPS 2018

      Volume: - Pages: 8825-8835

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Journal Article] graphkernels: R and Python packages for graph comparison2018

    • Author(s)
      Sugiyama Mahito、Ghisu M Elisabetta、Llinares-Lopez Felipe、Borgwardt Karsten
    • 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-16K16115, KAKENHI-PROJECT-16H02870
  • [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

    • Acknowledgement Compliant / Open Access
    • 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

    • Peer Reviewed / Acknowledgement Compliant
    • 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] 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] 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

    • NAID

      40020676456

    • Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
    • 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] 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 / Acknowledgement Compliant / Open Access / 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] 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)
      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] 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
    • NAID

      10031161470

    • 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

      Volume: (未定)(印刷中) Pages: 1212-1217

    • DOI

      10.1109/icdm.2011.9

    • NAID

      130002073654

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-10J05714, 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

    • NAID

      130002073654

    • Peer Reviewed
    • 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

    • NAID

      130002073654

    • Data Source
      KAKENHI-PROJECT-22240010
  • [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

    • NAID

      10031161470

    • 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

    • NAID

      40017386940

    • Data Source
      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] 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

    • NAID

      40017386940

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-10J05714, 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

    • NAID

      110008096197

    • 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

    • NAID

      110008096197

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] 近傍法と形式概念解析を用いた制約付きクラスタリング2019

    • Author(s)
      米田 友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第109回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] 近傍法による2値化と頻出パターンマイニングを用いたデータの代表点抽出2018

    • Author(s)
      米田友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第32回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Machine Learning and Information Geometry2018

    • Author(s)
      杉山麿人
    • Organizer
      日独先端科学(JGFoS)シンポジウム
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [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] 近傍法と形式概念解析を用いた階層的構造の学習2018

    • Author(s)
      米田友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第21回情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Tensor Balancing on Statistical Manifold2018

    • Author(s)
      杉山麿人
    • Organizer
      第17回情報科学技術フォーラム
    • 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] 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] 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] 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] 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
    • Invited / Int'l Joint Research
    • 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] 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] 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] 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] 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] 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] 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] 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] 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
  • [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
  • 1.  HIRATA Kouich (20274558)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  YAMAMOTO Akihiro (30230535)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 21 results
  • 3.  TOKUNAGA Hiroo (30211395)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  TSUIKI Hideki (10211377)
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  • 5.  HIROWATARI Eiju (60274429)
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  • 6.  YOSHINAKA Ryo (80466424)
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  • 7.  井 智弘 (20773360)
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  • 8.  久保山 哲二 (80302660)
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  • 9.  篠原 武 (60154225)
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  • 10.  IKEDA Madori
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  • 11.  OTAKI Keisuke
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    # of Collaborated Products: 6 results

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