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Izumi Kiyoshi  和泉 潔

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IZUMI Kiyoshi  和泉 潔

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Researcher Number 10356454
Other IDs
External Links
Affiliation (Current) 2025: 東京大学, 大学院工学系研究科(工学部), 教授
Affiliation (based on the past Project Information) *help 2016 – 2018: 東京大学, 大学院工学系研究科(工学部), 教授
2015 – 2016: 東京大学, 工学(系)研究科(研究院), 教授
2012 – 2016: 東京大学, 工学(系)研究科(研究院), 准教授
2013: 東京大学, 大学院工学系研究科, 准教授
2012: 東京大学, 工学系研究科, 准教授 … More
2010 – 2011: 東京大学, 大学院・工学系研究科, 准教授
2008 – 2009: National Institute of Advanced Industrial Science and Technology, デジタルヒューマン研究センター, 主任研究員
2007 – 2009: 独立行政法人産業技術研究所, デジタルヒューマン研究センター, 主任研究員
2008: National Institute of Advanced Industrial Science and Technology, テジタルヒューマン研究センター, 主任研究員
2007: AIST, Researcher
2007: 独立行政法人産業技術総合研究所, デジタルシューマン研究センター, 研究員
2007: National Institute of Advanced Industrial Science and Technology, デジタルヒューマン研究センター, 主任研究員
2006: 独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 研究員
2006: 独立行政法人産業総合研究所, デジタルヒューマン研究センター, 研究員
2005 – 2006: 独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 主任研究員
2005: 独立行政法人産業技術総合研究所, 企画本部, 研究員
2004: 独立行政法人産業技術総合研究所, 情報技術研究部門, 主任研究員
2003: 産業技術総合研究所, サイバーアシスト研究センター, 研究員 Less
Review Section/Research Field
Principal Investigator
Intelligent informatics / Science and Engineering / Intelligent informatics
Except Principal Investigator
Intelligent informatics / Social systems engineering/Safety system / Social systems engineering/Safety system / 情報図書館学・人文社会情報学 / Science and Engineering
Keywords
Principal Investigator
情報システム / 人工知能 / エージェント / 社会シミュレーション / マルチエージェントシステム / テキストマイニング / マルチエージェント / 意思決定支援 / 人工市場 / Complex systems … More / Risk assessment / Social simulation / Multi-agent system / Decision support system / Energy service market / Text mining / Artificial market / 複雑系 / リスク評価 / 意思決定支援システム / エネルギーサービス市場 / シミュレーション … More
Except Principal Investigator
実験経済学 / natutal language processing / search engine / social network / web mining / キーワード抽出 / 自然言語処理 / 検索エンジン / 社会ネットワーク / Webマイニング / 国際研究者交流 スイス / 生産ネットワーク / 銀行と企業のネットワーク / モノと人の流れ / 統計力学 / 雇用集積 / アルファ中心性 / 分子生物学 / 統計的平衡 / HFT / システミックリスク / 転移エントロピー / 部門間相関 / カスケード障害 / 増幅指数 / 脆弱性指数 / チェックポイント / α中心性 / ネットワーク分析 / 交通工学・国土計画 / 人間生活環境 / 二酸化炭素排出削減 / シミュレーション工学 / 交通計画・国土計画 / エージェント / エージェントシミュレーション / 情報ネットワーク経済 / ゲーム理論 / メカニズム設計 / 投資行動 / 相場付き / シミュレーション / 人工市場モデル / 行動バイアス / 模擬市場実験 / 債券市場 / テキストマイニング / 生理指標 / 経頭蓋直流刺激 / リスク選好 / 神経経済学 / 行動経済学 / 情報経済学 / マルチエージェント / 電子商取引 / オークション / エキスパート研究 / 意思決定 / 実験経済 / 人工市場 / 人工経済 Less
  • Research Projects

    (12 results)
  • Research Products

    (168 results)
  • Co-Researchers

    (33 People)
  •  Data-oriented simulation technology to generate and analyze rare social situationsPrincipal Investigator

    • Principal Investigator
      Izumi Kiyoshi
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      The University of Tokyo
  •  A study on resilience from systemic risks in the socio-economic system

    • Principal Investigator
      Aruka Yuji
    • Project Period (FY)
      2014 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Social systems engineering/Safety system
    • Research Institution
      Chuo University
  •  Key Technologies of Social Simulation for Unexpected CircumstancesPrincipal Investigator

    • Principal Investigator
      IZUMI Kiyoshi
    • Project Period (FY)
      2013 – 2014
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Intelligent informatics
    • Research Institution
      The University of Tokyo
  •  Social Design Simulation to Reducing Environmental Impact in Super-aging Society

    • Principal Investigator
      FUJII Hideki
    • Project Period (FY)
      2011 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Social systems engineering/Safety system
    • Research Institution
      The University of Tokyo
  •  金融市場分析のための経済情報抽出と意思決定支援に関する研究Principal Investigator

    • Principal Investigator
      和泉 潔
    • Project Period (FY)
      2009 – 2010
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      The University of Tokyo
      National Institute of Advanced Industrial Science and Technology
  •  Development of Theory of Mechanism Design for Information Network Economics

    • Principal Investigator
      YOKOO Makoto
    • Project Period (FY)
      2008 – 2012
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyushu University
  •  Research on financial information extraction and market impactevaluation for execution analysisPrincipal Investigator

    • Principal Investigator
      IZUMI Kiyoshi
    • Project Period (FY)
      2007 – 2008
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Analysis of Proficiency in Investment Behavior and Its Application to Investor Education

    • Principal Investigator
      UEDA Kazuhiro
    • Project Period (FY)
      2007 – 2009
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      情報図書館学・人文社会情報学
    • Research Institution
      The University of Tokyo
  •  情報財の流通/取引メカニズムの設計に関する企画調査

    • Principal Investigator
      YOKOO Makoto
    • Project Period (FY)
      2006
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyushu University
  •  Social Network Extraction among Researchers from the Web

    • Principal Investigator
      HASHIDA Koichi, 松尾 豊
    • Project Period (FY)
      2005 – 2007
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Research on a decision support system in energy service markets using an artificial marketPrincipal Investigator

    • Principal Investigator
      IZUMI Kiyoshi
    • Project Period (FY)
      2004 – 2006
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  模擬市場実験と人工市場研究の融合による金融市場安定化のための制度的考察

    • Principal Investigator
      UEDA Kazuhiro
    • Project Period (FY)
      2003
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      The University of Tokyo

All 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book

  • [Book] レジリエンス工学入門2017

    • Author(s)
      古田 一雄、糸井 達哉、菅野 太郎、藤井 康正、小宮山 涼一、和泉 潔、川久保 佐記、米納 弘渡、元橋 一之
    • Total Pages
      160
    • Publisher
      日科技連出版社
    • ISBN
      9784817196248
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Book] マルチエージェントのためのデータ解析2017

    • Author(s)
      和泉 潔, 斎藤 正也, 山田 健太
    • Total Pages
      192
    • Publisher
      コロナ社
    • ISBN
      9784339028126
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Book] 危機管理方法論とその応用2013

    • Author(s)
      板生 清、 川久保 佐記, 和泉 潔 他
    • Total Pages
      252
    • Publisher
      シーエムシー出版
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Journal Article] ビッグデータと人工知能を用いたファイナンス研究の潮流,2019

    • Author(s)
      和泉 潔
    • Journal Title

      金融研究

      Volume: 30 Pages: 15-28

    • Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Chain bankruptcy size in inter-bank networks: the effects of asset price volatility and the network structure2019

    • Author(s)
      Ryo Hamawaki, Kiyoshi Izumi, Hiroki Sakaji, Takashi Shimada, and Hiroyasu Matsushima
    • Journal Title

      Journal of Computational Social Science

      Volume: 2 Issue: 1 Pages: 53-66

    • DOI

      10.1007/s42001-019-00041-z

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Estimation of Cross-Lingual News Similarities Using Text-Mining Methods2018

    • Author(s)
      Zhouhao Wang, Enda Liu, Hiroki Sakaji, Tomoki Ito, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita
    • Journal Title

      Journal of Risk and Financial Management

      Volume: 11 Issue: 1 Pages: 1-13

    • DOI

      10.3390/jrfm11010008

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Extraction of Bi-graph Structures Among Multilingual Financial Words Using Text-Mining Methods2017

    • Author(s)
      Liu Enda、Ito Tomoki、Izumi Kiyoshi、Tsubouchi Kota、Yamashita Tatsuo
    • Journal Title

      Economic Foundations for Social Complexity Science

      Volume: 9 Pages: 179-191

    • DOI

      10.1007/978-981-10-5705-2_9

    • ISBN
      9789811057045, 9789811057052
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Lexicon Creation for Financial Sentiment Analysis Using Network Embedding2017

    • Author(s)
      Ito Ryo、Izumi Kiyoshi、Sakaji Hiroki、Suda Shintaro
    • Journal Title

      Journal of Mathematical Finance

      Volume: 07 Issue: 04 Pages: 896-907

    • DOI

      10.4236/jmf.2017.74048

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Extraction of bigraph structures among multilingual financial words using text-mining methods2017

    • Author(s)
      Enda Liu, Tomoki Ito, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashit
    • Journal Title

      Yuji Aruka and Alan Kirman(eds.), Economic Foundations for Social Complexity Science : Theory, Sentiments, and Empirical Laws, Springer Nature(forthcoming)

      Volume: Chapter 9

    • Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Journal Article] Impact of Market Maker to Efficiency of Stock Market with Dark Pool - Artificial Market Approach2017

    • Author(s)
      西岡 伸, 鳥居 拓馬, 楠本 拓矢, 松本 渉, 和泉 潔
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 32 Issue: 5 Pages: AG16-C_1-10

    • DOI

      10.1527/tjsai.AG16-C

    • NAID

      130006039509

    • ISSN
      1346-0714, 1346-8030
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Transfer entropy analysis of information flow in a stock market2017

    • Author(s)
      Kiyoshi Izumi, Hiroshi Suzuki, Fujio Toriumi
    • Journal Title

      Yuji Aruka and Alan Kirman(eds.), Economic Foundations for Social Complexity Science : Theory, Sentiments, and Empirical Laws, Springer Nature(forthcoming)

      Volume: Chapter 10

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Journal Article] Transfer Entropy Analysis of Information Flow in a Stock Market2017

    • Author(s)
      Izumi Kiyoshi、Suzuki Hiroshi、Toriumi Fujio
    • Journal Title

      Economic Foundations for Social Complexity Science

      Volume: 9 Pages: 193-208

    • DOI

      10.1007/978-981-10-5705-2_10

    • ISBN
      9789811057045, 9789811057052
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Analysis of the Interaction between Option Market and Its Underlying Market by Coupled Artificial Markets2016

    • Author(s)
      川久保 佐記, 和泉 潔
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 6 Pages: AG-D-1-10

    • DOI

      10.1527/tjsai.AG-D

    • NAID

      130005277055

    • ISSN
      1346-0714, 1346-8030
    • Language
      Japanese
    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] A Marketing Simulation of a Retail Store with the Consumer Reactions to Out-of-Shelf Based on a POS Data2016

    • Author(s)
      松村 直樹 and 和泉 潔 and 山田 健太
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 2 Pages: F-F13_1-8

    • DOI

      10.1527/tjsai.F-F13

    • NAID

      130005126834

    • ISSN
      1346-0714, 1346-8030
    • Language
      Japanese
    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Journal Article] Effects of Price Regulations and Dark Pools on Financial Market Stability: An Investigation by Multiagent Simulations2016

    • Author(s)
      Mizuta, T. and Kosugi, S. and Kusumoto, T. and Matsumoto, W. and Izumi, K. and Yagi, I. and Yoshimura, S
    • Journal Title

      Intelligent Systems in Accounting, Finance and Management

      Volume: 23 Issue: 1-2 Pages: 97-120

    • DOI

      10.1002/isaf.1374

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02745, KAKENHI-PROJECT-26282089
  • [Journal Article] Shock transfer by arbitrage trading: analysis using multi-asset artificial market2016

    • Author(s)
      Torii, Takuma; Izumi, Kiyoshi; Yamada, Kenta
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 12 Issue: 2 Pages: 395-412

    • DOI

      10.1007/s40844-015-0024-z

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02745, KAKENHI-PROJECT-26282089
  • [Journal Article] Investigation of Price Variation Limits, Short Selling Regulation, and Uptick Rules and Their Optimal Design by Artificial Market Simulations2015

    • Author(s)
      Takanobu Mizuta, Kiyoshi Izumi, Isao Yagi and Shinobu Yoshimura
    • Journal Title

      Electronics and Communications in Japan

      Volume: 98(7) Issue: 7 Pages: 13-21

    • DOI

      10.1002/ecj.11684

    • NAID

      210000177348

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Journal Article] Effects of dark pools on financial markets’ efficiency and price discovery function: An investigation by multi-agent simulations2015

    • Author(s)
      T. Mizuta, S. Kosugi, T. Kusumoto, W. Matsumoto, and K. Izumi
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 12 Issue: 2 Pages: 375-394

    • DOI

      10.1007/s40844-015-0020-3

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745, KAKENHI-PROJECT-26282089
  • [Journal Article] How Does High Frequency Risk Hedge Activity Have an Affect on Underlying Market? : Analysis by Artificial Market Model2014

    • Author(s)
      S. Kawakubo, K. Izumi, and S. Yoshimura
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 18 Pages: 558-566

    • NAID

      130007673201

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Journal Article] 2.Change detection of orders in stock markets using Gaussian mixture model2014

    • Author(s)
      S. Kawakubo, K. Izumi, and S. Yoshimura
    • Journal Title

      3.Intelligent Systems in Accounting Finance and Management

      Volume: 21(2) Issue: 3 Pages: 169-191

    • DOI

      10.1002/isaf.1356

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Journal Article] Analysis of an Option Market Dynamics Based on a Heterogeneous Agent Model2014

    • Author(s)
      S. Kawakubo, K. Izumi, and S. Yoshimura
    • Journal Title

      Intelligent Systems in Accounting Finance and Management

      Volume: 21 Issue: 2 Pages: 105-128

    • DOI

      10.1002/isaf.1353

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Journal Article] Investigation and Optimal Designing of a Price Variation Limit, a Short Sell Regulation and an Up-Tick Rule using by Artificial Market Simulations2013

    • Author(s)
      水田 孝信,和泉 潔,八木 勲,吉村 忍
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 133 Issue: 9 Pages: 1694-1700

    • DOI

      10.1541/ieejeiss.133.1694

    • NAID

      10031193711

    • ISSN
      0385-4221, 1348-8155
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24510209, KAKENHI-PROJECT-25540095
  • [Journal Article] A Simulation Model of Display Advertising on the Web Based on site Browsing Behavior Type2013

    • Author(s)
      柴田 一樹, 和泉 潔, 磯崎 直樹, 吉村 忍
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 133 Issue: 9 Pages: 1762-1769

    • DOI

      10.1541/ieejeiss.133.1762

    • NAID

      10031193718

    • ISSN
      0385-4221, 1348-8155
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Journal Article] 可能世界ブラウザとしてのエージェントシミュレーション ~ ターゲットマーケティングへの応用 ~2013

    • Author(s)
      和泉 潔, 池田 竜一, 山本 仁志, 諏訪 博彦, 岡田 勇, 磯崎 直樹, 服部 進
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: J96-D Pages: 2877-2887

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Journal Article] 複利型強化学習の枠組みと応用2011

    • Author(s)
      松井藤五郎、後藤 卓、和泉潔、陳ユ
    • Journal Title

      情報処理学会論文誌

      Volume: 52 Pages: 3300-3308

    • NAID

      110008719905

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] コミュニケーション構造の推移による大量SNSサイトの分類2011

    • Author(s)
      山本仁志, 諏訪博彦, 岡田勇, 鳥海不二夫, 和泉潔, 橋本康弘
    • Journal Title

      日本社会情報学会

      Volume: 23 Pages: 33-43

    • NAID

      110008722661

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] コミュニケーション構造の推移による大量 SNS サイトの分類2011

    • Author(s)
      山本仁志、諏訪博彦、岡田勇、鳥海不二夫、和泉潔、橋本康弘
    • Journal Title

      日本社会情報学会

      Volume: 23 Pages: 33-43

    • NAID

      110008722661

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] Market Participant Estimation by Using Artificial Market Advances2011

    • Author(s)
      Fujio Toriumi, Kiyoshi Izumi and Hiroki Matsui
    • Journal Title

      Practical Multi-Agent Systems Studies in Computational Intelligence

      Volume: 325 Pages: 201-215

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 人工市場を利用した空売り規制が与える株式市場への影響分析2011

    • Author(s)
      八木勲, 水田孝信, 和泉潔
    • Journal Title

      人工知能学会論文誌

      Volume: 26 Pages: 208-216

    • NAID

      130000455370

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 現実のデータに基づく社会/集団シミュレーション2011

    • Author(s)
      和泉潔
    • Journal Title

      応用数理

      Volume: 21 Pages: 86-96

    • NAID

      110008673550

    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 経済テキスト情報を用いた長期的な市場動向推定2011

    • Author(s)
      和泉 潔、後藤 卓、 松井 藤五郎
    • Journal Title

      情報処理学会論文誌

      Volume: 52 Pages: 3309-3315

    • NAID

      110008719907

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] テキスト分析による金融取引の実評価2011

    • Author(s)
      和泉 潔 、 後藤 卓、 松井藤五郎
    • Journal Title

      人工知能学会論文誌

      Volume: 26 Pages: 313-317

    • NAID

      130000455380

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 人工市場を利用した空売り規制が与える株式市場への影響分析2011

    • Author(s)
      八木勲, 水田孝信, 和泉潔
    • Journal Title

      人工知能学会論文誌

      Volume: 26 Pages: 208-216

    • NAID

      130000455370

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] テキスト分析による金融取引の実評価2011

    • Author(s)
      和泉潔, 後藤卓, 松井藤五郎
    • Journal Title

      人工知能学会論文誌 26

      Pages: 313-317

    • NAID

      130000455380

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] テキスト分析による金融取引の実評価2011

    • Author(s)
      和泉潔, 後藤卓, 松井藤五郎
    • Journal Title

      人工知能学会論文誌

      Volume: 26 Pages: 313-317

    • NAID

      130000455380

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] Acquiring a government bond trading strategy using reinforcement learning2011

    • Author(s)
      T.Matsui, T.Goto, K.Izumi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 13 Pages: 691-696

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] 現実の金融市場へ近づく人工市場2010

    • Author(s)
      和泉潔, 鳥海不二夫, 松井宏樹
    • Journal Title

      人工知能学会誌 24巻3号

      Pages: 408-415

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] A Study on the Effectiveness of Short-selling Regulation using Artificial Markets2010

    • Author(s)
      I.YAGI, T.MIZUTA, K.IZUMI
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 7 Pages: 113-132

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] A study on the market impact of short-selling regulation using artificial markets2010

    • Author(s)
      I.YAGI, T.MIZUTA, K.IZUMI
    • Journal Title

      Practical Multi-Agent Systems Studies in Computational Intelligence

      Volume: 325 Pages: 217-232

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] A study on the effectiveness of short-selling regulation using artificial markets2010

    • Author(s)
      I. Yagi, T. Mizuta, K. Izumi
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 7 Pages: 113-132

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] テキスト情報による金融市場変動の要因分析2010

    • Author(s)
      和泉潔, 後藤卓, 松井藤五郎
    • Journal Title

      人工知能学会論文誌

      Volume: 25 Pages: 383-387

    • NAID

      130000259089

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] Market Participant Estimation by Using Artificial Market Advances2010

    • Author(s)
      F.TORIUMI, K.IZUMI, H.MATSUI
    • Journal Title

      Practical Multi-Agent Systems Studies in Computational Intelligence

      Volume: 325 Pages: 201-215

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] Acquiring a government bond trading strategy using reinforcement learning2009

    • Author(s)
      松井宏樹, Goto, T., 和泉潔
    • Journal Title

      Journal of Advaced Computational Intelligence and Intelligent Informatics 13(6)

      Pages: 691-696

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] 現実の金融市場へ近づく人工市場2009

    • Author(s)
      和泉潔, 鳥海不二夫, 松井宏樹
    • Journal Title

      人工知能学会誌 24

      Pages: 408-415

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] 現実の金融市場へ近づく人工市場2009

    • Author(s)
      和泉 潔, 鳥海 不二夫, 松井 宏樹
    • Journal Title

      人工知能学会誌 24 巻3 号

      Pages: 408-415

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] Acquiring a government bond trading strategy using reinforcement learning2009

    • Author(s)
      T, Matsui, T.Goto, K.Izumi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 13

      Pages: 691-696

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] 経済研究における機械学習応用2009

    • Author(s)
      和泉潔, 貝原俊也, 松井藤五郎
    • Journal Title

      人工知能学会誌 24

      Pages: 796-803

    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Journal Article] 現実の金融市場へ近づく人工市場2009

    • Author(s)
      和泉潔・鳥海不二夫・松井宏樹
    • Journal Title

      人工知能学会誌 24(3)

      Pages: 408-415

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] Acquiring a government bond trading strategy using reinforcement learning2009

    • Author(s)
      Matsui, T., Goto, T., Izumi, K.
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics, refereed vol.13, no.6

      Pages: 691-696

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉潔、 鳥海不二夫、 松井藤五郎
    • Journal Title

      知能と情報

      Volume: 20-4 Pages: 609-615

    • NAID

      110006862958

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 相場付きとリスク選好が投資行動に与える影響の分析2008

    • Author(s)
      岩崎雄斗, 植田一博, 伊藤祐輔, 和泉潔
    • Journal Title

      情報処理学会研究報告 ICI-151

      Pages: 79-84

    • NAID

      130004654334

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉潔・鳥海不二夫・松井藤五郎
    • Journal Title

      情報と知能 20巻4号

      Pages: 609-615

    • NAID

      110006862958

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] 相場付きとリスク選好が投資行動に与える影響の分析2008

    • Author(s)
      岩崎 雄斗・植田 一博・伊藤 祐輔・和泉 潔
    • Journal Title

      情報処理学会研究報告 ICI-151

      Pages: 79-84

    • NAID

      130004654334

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉 潔, 鳥海 不二夫, 松井 藤五郎
    • Journal Title

      知能と情報 20(4)

      Pages: 609-615

    • NAID

      110006862958

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉 潔, 鳥海 不二夫, 松井 藤五郎
    • Journal Title

      知能と情報 20-4

      Pages: 609-615

    • NAID

      110006862958

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉潔・鳥海不二夫・松井藤五郎
    • Journal Title

      知能と情報 Vol. 20, No.4

      Pages: 609-615

    • NAID

      110006862958

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉潔・鳥海不二夫・松井藤五郎
    • Journal Title

      知能と情報 20(4)

      Pages: 609-615

    • NAID

      110006862958

    • Data Source
      KAKENHI-PROJECT-19300085
  • [Journal Article] Integration of artificial market simulation and text mining for market a nalysis2007

    • Author(s)
      K.Izumi, H.Matsui, and Y.Matsuo
    • Journal Title

      Soft Computing 11

      Pages: 1199-1205

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] 人工市場とテキストマイニングの融合による市場分析2007

    • Author(s)
      和泉 潔, 松井 宏樹, 松尾 豊
    • Journal Title

      人工知能学会誌 22

      Pages: 397-404

    • NAID

      10022007797

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] Analysis of Efficiency and Accuracy of Learning in Minority Games2007

    • Author(s)
      K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence Vol. 3609

      Pages: 103-113

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場とテキストマイニングの融合による市場分析2007

    • Author(s)
      和泉 潔, 松井宏樹, 松尾 豊
    • Journal Title

      人工知能学会誌 22巻4号

      Pages: 397-404

    • NAID

      10022007797

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Analysis of Efficiency and Accuracy of Learning in Minority Games2007

    • Author(s)
      K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence LNCS Vol. 3609

      Pages: 103-113

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Integration of Artificial Market Simulation and Text Mining for Market Analysis2007

    • Author(s)
      K.Izumi, H.Matsui, Y.Matsuo
    • Journal Title

      Soft Computing (掲載予定)

    • NAID

      10022007797

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Integartion of Artifical Market Simulation and Text Mining for Market Analysis2007

    • Author(s)
      K.izumi, H.Matsui, Y.Matsuo
    • Journal Title

      Soft Computing (掲載予定)

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場とテキストマイニングの融合による市場分析2007

    • Author(s)
      和泉 潔,松井 宏樹,松尾 豊
    • Journal Title

      人工知能学会誌 22 巻4 号

      Pages: 397-404

    • NAID

      10022007797

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] Analysis of Efficiency and Accuracy of Learning in Minority Games2007

    • Author(s)
      K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence LNCS Vol.3609

      Pages: 103-113

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Integration of Artificial Market Simulation and Text Mining for Market Analysis2007

    • Author(s)
      K. Izumi, H. Matsui, and Y. Matsuo
    • Journal Title

      Soft Computing Volume 11, Number 12

      Pages: 1199-1205

    • NAID

      10022007797

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] 人工市場とテキストマイニングの融合による市場分析2007

    • Author(s)
      和泉 潔, 松井宏樹, 松尾豊
    • Journal Title

      人工知能学会誌 22巻4号(掲載予定)

    • NAID

      10022007797

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Analysis of Efficiency and Accuracy of Learning in Minority Games2007

    • Author(s)
      K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence 3609

      Pages: 103-113

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] Analysis of Efficiency and Accuracy of Learning in Minority Games, New Frontiers in Artificial Intelligence2007

    • Author(s)
      K. Izumi
    • Journal Title

      Lecture Note in Computer Science Vol. 3609

      Pages: 103-113

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Journal Article] Agent network dynamics and intelligence2006

    • Author(s)
      S.Kurihara, K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence LNCS Vol.4384

      Pages: 237-238

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Agent network dynamics and intelligence2006

    • Author(s)
      S.Kurihara, K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence Vol. 4384

      Pages: 237-238

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Agent network dynamics and intelligence2006

    • Author(s)
      S.Kurihara, K.Izumi
    • Journal Title

      New Frontiers in Artificial Intelligence LNCS Vol. 4384

      Pages: 237-238

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Development of an artificial market model based on a field study2005

    • Author(s)
      Kiyoshi Izumi, Shigeo Nakamura, Kazuhiro Ueda
    • Journal Title

      Information Sciences Vol. 170,Issue 1

      Pages: 35-63

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Development of an artificial market model based on a field study2005

    • Author(s)
      K.Izumi, S.Nakamura, K.Ueda
    • Journal Title

      Information Sciences Vol. 170, Issue 1

      Pages: 35-63

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Analysis of Learning Types in an Artificial Market2005

    • Author(s)
      K.Izumi, T.Yamashita, K.Kurumatani
    • Journal Title

      Multi-Agent and Multi-Agent-Based Simulation LNCS3415

      Pages: 145-158

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Development of an artificial market model based on a field study2005

    • Author(s)
      Kiyoshi Izumi, Shigeo Nakamura, Kazuhiro Ueda
    • Journal Title

      Information Sciences Volume 170, Issue 1

      Pages: 35-63

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Analysis of Learning Types in an Artificial Market, Multi-Agent and Multi-Agent-Based Simulation2005

    • Author(s)
      K.Izumi, T.Yamashita, K.Kurumatani
    • Journal Title

      Lecture Note in Computer Science vol. 3415

      Pages: 145-158

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Learning Foreign Exchange Intervention Policies with an Artificial Market2005

    • Author(s)
      H.Matsui, K.Izumi, S.Tojo
    • Journal Title

      Information Science vol.2

      Pages: 841-844

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Analysis of Learning Types in an Artificial Market, Multi-Agent and Multi-Agent-Based Simulation2005

    • Author(s)
      K.Izumi, T.Yamashita, K.Kurumatan
    • Journal Title

      Lecture Note in Computer Science vol. 3415

      Pages: 145-158

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場によって市場を理解しデザインする2005

    • Author(s)
      和泉 潔
    • Journal Title

      Eco-forum 23巻3号

      Pages: 20-27

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場:市場現象のエージェントベースモデル2004

    • Author(s)
      和泉 潔
    • Journal Title

      計測と制御 43巻12号

      Pages: 950-955

    • NAID

      10014193580

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場シミュレーションによる経済理論の検証2004

    • Author(s)
      和泉 潔
    • Journal Title

      シミュレーション 23巻 3号

      Pages: 183-190

    • NAID

      110003969574

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場 : 市場現象のエージェントベースモデル2004

    • Author(s)
      和泉 潔
    • Journal Title

      計測と制御 43巻 12号

      Pages: 950-955

    • NAID

      10014193580

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] 人工市場シミュレーションによる経済理論の検証2004

    • Author(s)
      和泉 潔
    • Journal Title

      シミュレーション 23巻3号

      Pages: 183-190

    • NAID

      110003969574

    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Integration of Artificia Market Simulation and Text Mining for Market Analysis

    • Author(s)
      K.Izumi, H.Matsui, Y.Matsuo
    • Journal Title

      Soft Computing (in printing)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16300047
  • [Journal Article] Evaluation of Automated Trading Strategies Using an Artificial Market

    • Author(s)
      K. Izumi, F. Toriumi, and H. Matsui
    • Journal Title

      NeuroComputing (to appear)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Impact Assessments of the CAR Regulation using Artificial Markets2018

    • Author(s)
      Masanori Hirano, Kiyoshi Izumi, Hiroki Sakaji, Takashi Shimada and Hiroyasu Matsushima
    • Organizer
      International Workshop on Artificial Market 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] テキストマイニングによる有価証券報告書の因果関係文の抽出2018

    • Author(s)
      佐藤史仁, 佐久間洋明, 小寺俊哉, 田中良典, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 専門分野の論理関係抽出のためのテキスト解析プラットフォーム2018

    • Author(s)
      坂地泰紀, 和泉潔
    • Organizer
      社会システムと情報技術研究ウィーク
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 資産市場の価格変動と銀行間貸借ネットワークの形状が銀行の連鎖倒産に与える影響2018

    • Author(s)
      濱脇諒, 和泉潔, 坂地泰紀, 米納弘渡
    • Organizer
      経営課題にAIを!ビジネス・インフォマティクス研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] ベクトル表現を用いた因果関係連鎖の抽出2018

    • Author(s)
      西村弘平, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Artificial Intelligence and Machine Learning forInvestment Management2018

    • Author(s)
      Kiyoshi Izumi, Hiroki Sakaji, David Malkin, Shirabe Ogino
    • Organizer
      Daiwa Investment Conference Tokyo 2018
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 深層学習を用いた経済テキスト可視化の検証2018

    • Author(s)
      伊藤友貴, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 金融レポート、およびマクロ経済指数によるリアルタイム日銀センチメントの予測2018

    • Author(s)
      余野京登, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 単語の類義性・対義性を考慮したドメイン特化極性辞書構築2018

    • Author(s)
      伊藤諒, 坂地泰紀, 和泉潔, 須田真太郎
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] テキストマイニングによる金融レポートの自動生成支2018

    • Author(s)
      丸澤英将, 和泉潔, 坂地泰紀, 田村浩道, 本廣守
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 経済テキストからの市況分析コメントの自動生成2018

    • Author(s)
      酒井浩之, 坂地泰紀, 和泉潔, 松井藤五郎, 入江圭太郎
    • Organizer
      人工知能学会第20回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Chain Bankruptcy Size in Inter-bank Network: the Effects of Asset Price Volatility and the Network Structure2018

    • Author(s)
      Ryo Hamawaki; Kiyoshi Izumi; Hiroki Sakaji; Takashi Shimada; Hiroyasu Matsushima
    • Organizer
      Social Simulations and Supercomputers
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Impact on Financial Markets of Dark Pools, Large Investor, and HFT2018

    • Author(s)
      Shin Nishioka, Kiyoshi Izumi, Wataru Matsumoto, Takashi Shimada, Hiroki Sakaji and Hiroyasu Matsushima
    • Organizer
      International Workshop on Artificial Market 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 金融テキストマイニングの最前線"2018

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      大和・東大未来金融フォーラム
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 金融システムの安定化に資する政府・中央銀行の効果的な救済ルールの検証2017

    • Author(s)
      米納 弘渡, 曽根 泰平, 和泉 潔
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 種別企業業績要因を含む新聞記事の抽出2017

    • Author(s)
      丸澤英将, 和泉潔, 坂地泰紀, 田村浩道
    • Organizer
      人工知能学会第19回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 人工市場シミュレーションを用いたバッチオークションの分析2017

    • Author(s)
      水田孝信,和泉潔
    • Organizer
      第18回人工知能学会金融情報学研究会
    • Place of Presentation
      FinGat(東京都中央区)
    • Year and Date
      2017-03-10
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 人工知能(AI)技術の金融市場への応用の最新動向2017

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      大和総研理事会
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Development of Sentiment Indicators Using both Unlabeled and Labeled Posts2017

    • Author(s)
      Tomoki Ito, Hiroki Sakaji, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita
    • Organizer
      The 2017 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 金融テキストマイニングによる企業や資産の価値評価2017

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      大和・東大未来金融フォーラム
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Extracting Laboratory Front Pages from University Websites2017

    • Author(s)
      Hiroki Sakaji, Atsuya Miyazaki, Hiroyuki Sakai, Kiyoshi Izumi
    • Organizer
      The 6th International Workshop on Web Services and Social Media In conjunction with The 20th International Conference on Network-Based Information Systems (NBiS-2017)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] テキスト情報から生成された極性辞書を用いた市場動向分析2017

    • Author(s)
      伊藤友貴,坪内孝太,山下達雄,和泉潔
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] リスク管理が市場リスクをもたらすか:高頻度・大規模な人工市場シミュレーション2017

    • Author(s)
      和泉潔,米納弘渡
    • Organizer
      情報処理学会 第186回ICS研究発表会
    • Place of Presentation
      北海道 ルスツリゾートホテル(北海道虻田郡留寿都村)
    • Year and Date
      2017-03-02
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] AI X FINTECH~AI予測の最適利用と実務2017

    • Author(s)
      荻野調, 和泉潔, 坂地泰紀
    • Organizer
      FIN/SUM WEEK 2017
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Cross-lingual news article comparison using bi-graph clustering and Siamese-LSTM2017

    • Author(s)
      劉 恩達,和泉 潔, 坪内 孝太, 山下 達雄
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Discovery of Rare Causal Knowledge from Financial Statement Summaries2017

    • Author(s)
      Hiroki Sakaji, Risa Murono, Hiroyuki Sakai, Jason Bennett, Kiyoshi Izumi
    • Organizer
      The 2017 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] ネットワークの表現学習による金融専門極性辞書の構築2017

    • Author(s)
      伊藤諒, 須田真太郎, 和泉潔
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 市場分析のための人工知能最前線2017

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      三井物産社内講演
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 語の類義性・対義性を考慮したドメイン特化型辞書構築手法の提案2017

    • Author(s)
      伊藤諒, 坂地泰紀, 和泉潔, 須田真太郎
    • Organizer
      人工知能学会第19回金融情報学研究会
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] リスク管理が市場リスクをもたらすか:高頻度・大規模な人工市場シミュレーション2017

    • Author(s)
      和泉潔,米納弘渡
    • Organizer
      情報処理学会 第186回ICS研究発表会
    • Place of Presentation
      ルスツリゾートホテル(北海道虻田郡留寿都村)
    • Year and Date
      2017-03-02
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 人工知能技術の金融市場分析への活用の現状2017

    • Author(s)
      和泉 潔
    • Organizer
      第46回 2016年度冬季JAFEE大会,
    • Place of Presentation
      武蔵大学 江古田キャンパス8号館(東京都練馬区)
    • Year and Date
      2017-02-17
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 人工知能技術を用いた金融データマイニング:その後の進展2017

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      野村証券社内講演
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Development of an Interpretable Neural Network Model for Creation of Polarity Concept Dictionaries2017

    • Author(s)
      Tomoki Ito, Hiroki Sakaji, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita
    • Organizer
      The 2017 IEEE International Conference on Data Mining Workshops
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 金融レポート、およびマクロ経済指数によるリアルタイム日銀センチメントの予測2017

    • Author(s)
      余野京登,和泉潔
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 深層学習と高頻度データを用いた株式注文状況の推定2017

    • Author(s)
      田代大悟,和泉潔
    • Organizer
      2017年度 人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] 人工市場シミュレーションを用いたバッチオークションの分析2017

    • Author(s)
      水田孝信,和泉潔
    • Organizer
      第46回 2016年度冬季JAFEE大会
    • Place of Presentation
      武蔵大学 江古田キャンパス8号館(東京都練馬区)
    • Year and Date
      2017-02-17
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 人工市場シミュレーションによる制度変更とシステミックリスクの分析2016

    • Author(s)
      和泉 潔, 水田孝信
    • Organizer
      日銀・金融研究所セミナー
    • Place of Presentation
      日本銀行(東京都中央区)
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Artificial Market Simulation of Flash Crash and Systemic Risk2016

    • Author(s)
      Kiyoshi Izumi
    • Organizer
      The Singapore-ETH Centre Resilience Engineering Research Centre Workshop
    • Place of Presentation
      Singapore
    • Year and Date
      2016-12-08
    • Invited
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 人工市場シミュレーションによる制度変更とシステミックリスクの分析2016

    • Author(s)
      和泉 潔, 水田孝信
    • Organizer
      日銀・金融研究所セミナー
    • Place of Presentation
      日本銀行(東京都中央区)
    • Year and Date
      2016-06-21
    • Invited
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] Artificial Market Simulation of Flash Crash and Systemic Risk2016

    • Author(s)
      Kiyoshi Izumi
    • Organizer
      The Singapore-ETH Centre Resilience Engineering Research Centre Workshop
    • Place of Presentation
      Singapore-ETH Centre(Create Way, Singapore )
    • Year and Date
      2016-12-08
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02745
  • [Presentation] Affecting Market Efficiency by Increasing Speed of Order Matching Systems on Financial Exchanges -- Investigation using Agent Based Model2016

    • Author(s)
      Takanobu Mizuta, Yoshito Noritake, Satoshi Hayakawa, Kiyoshi Izumi
    • Organizer
      IEEE Symposium Series on Computational Intelligence, Computational Intelligence for Financial Engineering and Economics (CIFEr)
    • Place of Presentation
      Royal Olympic Hotel(ATHENS, GREECE)
    • Year and Date
      2016-12-06
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 金融市場における人工知能技術の応用2016

    • Author(s)
      和泉潔
    • Organizer
      神戸大学六甲フォーラム
    • Place of Presentation
      神戸大学(神戸市灘区)
    • Year and Date
      2016-09-20
    • Invited
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] Shock Transfer by Arbitrage Trading and the Role of Circuit Breakers2015

    • Author(s)
      Takuma Torii and Kiyoshi Izumi
    • Organizer
      21st Computing in Economics and Finance
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2015-06-20
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] Impacts of Position-Based Market Makers on Markets' Shares of Trading Volumes - An Artificial Market Approach2014

    • Author(s)
      Yuki Kusada, Takanobu Mizuta, S. Hayakawa, Kiyoshi Izumi
    • Organizer
      Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2014-11-04
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] Multi-Asset Artificial Market Simulation: Test of Market-wide Circuit Breaker Regulation2014

    • Author(s)
      Takuma Torii, Kiyoshi Izumi, Kenta Yamada
    • Organizer
      Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2014-11-04
    • Data Source
      KAKENHI-PROJECT-26282089
  • [Presentation] 交通施策評価のための統合型シミュレーション2013

    • Author(s)
      友部篤志, 藤井秀樹, 吉村忍, 和泉潔
    • Organizer
      人と環境にやさしい交通をめざす全国大会2013
    • Place of Presentation
      万代市民会館, 新潟県新潟市
    • Data Source
      KAKENHI-PROJECT-23310100
  • [Presentation] 交通流シミュレーションに基づく交通政策の評価と意思決定支援2013

    • Author(s)
      友部篤志, 藤井秀樹, 吉村忍, 和泉潔
    • Organizer
      日本機械学会2013年度年次大会
    • Place of Presentation
      岡山大学津島キャンパス, 岡山市
    • Year and Date
      2013-09-11
    • Data Source
      KAKENHI-PROJECT-23310100
  • [Presentation] 交通施策評価のための統合型シミュレーション2013

    • Author(s)
      友部篤志, 藤井秀樹, 吉村忍, 和泉潔
    • Organizer
      人と環境にやさしい交通をめざす全国大会
    • Place of Presentation
      万代市民会館, 新潟市
    • Year and Date
      2013-03-16
    • Data Source
      KAKENHI-PROJECT-23310100
  • [Presentation] マルチエージェント型交通流シミュレータを用いた路面電車延伸による環境および経済評価2012

    • Author(s)
      友部篤志, 藤井秀樹, 吉村忍, 和泉潔
    • Organizer
      日本機械学会2012年度年次大会
    • Place of Presentation
      金沢大学, 石川県金沢市
    • Data Source
      KAKENHI-PROJECT-23310100
  • [Presentation] マルチエージェント型交通流シミュレータを用いた路面電車延伸による環境および経済評価2012

    • Author(s)
      友部篤志, 藤井秀樹, 吉村忍, 和泉潔
    • Organizer
      日本機械学会2012年度年次大会
    • Place of Presentation
      金沢大学角間キャンパス, 金沢市
    • Year and Date
      2012-09-11
    • Data Source
      KAKENHI-PROJECT-23310100
  • [Presentation] 「みんなの気分」で株式市場が分かるか2011

    • Author(s)
      和泉潔
    • Organizer
      日本経営工学会予測市場と集合知活用研究部会
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2011-03-11
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 英文経済レポートのテキストマイニング分析ツールの開発2011

    • Author(s)
      余野京登, 和泉潔, 後藤卓, 松井藤五郎, 陳〓
    • Organizer
      第6回ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2011-01-22
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 人工知能(AI)が変える未来の金融市場2011

    • Author(s)
      和泉潔
    • Organizer
      ドイツ証券セミナー
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2011-02-08
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] ニュース記事の見出しを利用した取引高予測の試み2011

    • Author(s)
      吉田稔, 中川裕志, 石田智也, 中嶋啓浩, 松井藤五郎, 和泉潔, 池田翔
    • Organizer
      第6回ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2011-01-22
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] Web上のテキストから金融市場が予測できるか~金融テキストマイニング研究の紹介~2011

    • Author(s)
      和泉潔, 松井藤五郎
    • Organizer
      電子情報通信学会人工知能と知識処理研究会
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2011-05-26
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Presentation] エージェントシミュレーションはリスク予防に役立つか2011

    • Author(s)
      和泉潔
    • Organizer
      日本ソフトウェア科学会第28回大会
    • Place of Presentation
      那覇(招待講演)
    • Year and Date
      2011-09-29
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Presentation] Web上のテキストから金融市場が予測できるか ~金融テキストマイニング研究の紹介~2011

    • Author(s)
      和泉潔、 松井藤五郎
    • Organizer
      電子情報通信学会 人工知能と知識処理研究会
    • Place of Presentation
      東京
    • Year and Date
      2011-05-26
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Presentation] Trading Tests of Long-Term Market Forecast by Text Mining2010

    • Author(s)
      K.Izumi, T.Goto, T Matsui
    • Organizer
      2010 IEEE International Conference on Data Mining Workshop
    • Place of Presentation
      オーストラリア・シドニー
    • Year and Date
      2010-12-14
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 複利型強化学習を用いた国債の金利とデフォルト確率に基づく銘柄選択2010

    • Author(s)
      松井藤五郎, 後藤卓, 和泉潔, 陳〓
    • Organizer
      第5回ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-10-02
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 社会データに基づく情報技術2010

    • Author(s)
      和泉潔
    • Organizer
      三菱総合研究所セミナー
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2010-08-17
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] テキスト分析による業種別平均株価の動向推定2010

    • Author(s)
      和泉潔, 牧野龍彦, 石田智也, 中嶋啓浩, 松井藤五郎, 吉田稔, 中川裕志, 本多隆虎
    • Organizer
      第5回ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-10-02
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 英文経済レポートのテキストマイニング分析と外挿予測2010

    • Author(s)
      余野京登, 和泉潔, 後藤卓, 松井藤五郎, 陳〓
    • Organizer
      第5回ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-10-02
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 人工データからの強化学習を用いた金融取引戦略の獲得2010

    • Author(s)
      松井藤五郎, 後藤卓, 和泉潔
    • Organizer
      2010年度人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-11
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 情報爆発時代の金融AI技術2010

    • Author(s)
      和泉潔
    • Organizer
      サイベースセミナー
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2010-09-15
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] 金融市場シミュレーションにおける模倣から創発への転換2010

    • Author(s)
      和泉潔
    • Organizer
      合同エージェントワークショップ2010
    • Place of Presentation
      北海道(招待講演)
    • Year and Date
      2010-10-27
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] Market Participant Estimation by using Artificial Market2009

    • Author(s)
      F.Toriumi, K.Izumi, H.Matsui
    • Organizer
      The 1st Workshop on Multi-Agent Simulation in Finance and Economics
    • Place of Presentation
      名古屋
    • Year and Date
      2009-12-13
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] A study on the market impact of short-selling regulation using artificial markets2009

    • Author(s)
      I.Yagi, T.Mizuta, K.Izumi
    • Organizer
      The 1st Workshop on Multi-Agent Simulation in Finance and Economics
    • Place of Presentation
      名古屋
    • Year and Date
      2009-12-13
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] Introduction to Artificial Market Research2009

    • Author(s)
      K.Izumi
    • Organizer
      The 12th Pacific Rim International Workshop on Multi-Aeents
    • Place of Presentation
      名古屋
    • Year and Date
      2009-12-12
    • Data Source
      KAKENHI-PUBLICLY-21013049
  • [Presentation] テキスト情報を用いた金融市場分析の試み2008

    • Author(s)
      和泉潔, 後藤卓, 松井藤五郎
    • Organizer
      2008年度人工知能学会全国大会
    • Place of Presentation
      旭川
    • Year and Date
      2008-06-11
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] 相場付きとリスク選好が投資行動に与える影響の分析2008

    • Author(s)
      岩崎雄斗・植田一博・伊藤祐輔・和泉潔
    • Organizer
      第22回人工知能学会全国大会
    • Place of Presentation
      旭川
    • Year and Date
      2008-06-11
    • Data Source
      KAKENHI-PROJECT-19300085
  • [Presentation] Long-Term Market Analysis using Text Mining2008

    • Author(s)
      K. Izumi, T. Goto, T. Matsui
    • Organizer
      The 7th International Conference on Computational Intelligence in Economics and Finance
    • Place of Presentation
      台湾
    • Year and Date
      2008-12-06
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] テキスト情報を用いた金融市場分析の試み2008

    • Author(s)
      和泉潔, 後藤卓, 松井藤五郎
    • Organizer
      2008 年度人工知能学会全国大会
    • Place of Presentation
      旭川
    • Year and Date
      2008-06-11
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Long-Term Market Analysis using Text Mining2008

    • Author(s)
      K. Izumi, T. Goto, T. Matsui
    • Organizer
      The 7th International Conference on Computational Intelligence in Economics and Finance
    • Place of Presentation
      桃園県, 台湾
    • Year and Date
      2008-12-06
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Long-Term Market Analysis using Text Mining2008

    • Author(s)
      Kiyoshi Izumi, T. Goto, Togoro Matsui
    • Organizer
      Proceedings of The 7th International Conference on Computational Intelligence in Economics and Finance, ESHIA
    • Place of Presentation
      Warsaw
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Presentation] Analysis of Market Impact Caused by Automated Trading Programs2008

    • Author(s)
      Kiyoshi Izumi
    • Organizer
      Proceedings of 14th International Conferene on Computing in Economics and Finance, Society for Computational Economics
    • Place of Presentation
      Paris
    • Data Source
      KAKENHI-PROJECT-20240015
  • [Presentation] Analysis of Market Impact Caused by Automated Trading2007

    • Author(s)
      F. Toriumi, K. Izumi, and H. Matsui
    • Organizer
      14th International Conference on Economics and Finance
    • Place of Presentation
      フランス
    • Year and Date
      2007-06-26
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Market Impact Analysis by Socially Embedded Multi Agent Simulation2007

    • Author(s)
      K. Izumi, H. Matsui, and Y. Matsuo
    • Organizer
      Eleventh International Conference on the Enhancement and Promotion of Computational Methodsin Engineering and Science
    • Place of Presentation
      京都
    • Year and Date
      2007-12-03
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Artificial Market 2.0: From Simulation to Service2007

    • Author(s)
      K. Izumi, F. Toriumi, and H. Matsui
    • Organizer
      The Fifth International Workshop on Agent-based Approaches in Economic and Social Complex Systems
    • Place of Presentation
      東京
    • Year and Date
      2007-08-29
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] Market Impact Analysis by Socially Embedded Multi Agent Simulation2007

    • Author(s)
      K. Izumi, H. Matsui, and Y. Matsuo
    • Organizer
      Eleventh International Conference on the Enhancement and Promotion of Computational Methods in Engineering and Science
    • Place of Presentation
      京都
    • Year and Date
      2007-12-03
    • Data Source
      KAKENHI-PROJECT-19024071
  • [Presentation] A Marketing Simulation of a Retail Store with the Consumer Reactions to Stock-outs

    • Author(s)
      Naoki Matsumura, Kiyoshi Izumi, Kenta Yamada
    • Organizer
      Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      ニチイ学館 神戸ポートアイランドセンター(兵庫県神戸市)
    • Year and Date
      2014-11-04 – 2014-11-06
    • Data Source
      KAKENHI-PROJECT-25540095
  • [Presentation] Impacts of Position-Based Market Makers on Markets' Shares of Trading Volumes - An Artificial Market Approach

    • Author(s)
      Yuki Kusada, Takanobu Mizuta, S. Hayakawa, Kiyoshi Izumi
    • Organizer
      Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      ニチイ学館 神戸ポートアイランドセンター(兵庫県神戸市)
    • Year and Date
      2014-11-04 – 2014-11-06
    • Data Source
      KAKENHI-PROJECT-25540095
  • 1.  UEDA Kazuhiro (60262101)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 3 results
  • 2.  YOKOO Makoto (20380678)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  IWASAKI Atsushi (30380679)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  WATANABE Takahiro (70220895)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 5.  MATSUBARA Shigeo (80396118)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  ITO Takayuki (50333555)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 7.  MATSUO Yutaka (30358014)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 5 results
  • 8.  HASHIDA Koichi (00357766)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 9.  SUGAWARA Toshiharu (70396133)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  KIKUCHI Hiroaki (20266365)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  ODA Hidenori (40224240)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  YAMAKI Hirofumi (10322166)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  SAKURAI Yuko (10396137)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  FUJII Hideki (00597809)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 15.  YOSHIMURA Shinobu (90201053)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 16.  Aruka Yuji (40137857)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 17.  松井 藤五郎 (90366443)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 15 results
  • 18.  生天目 章 (70546051)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 19.  海蔵寺 大成 (10265960)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 20.  井上 純一 (30311658)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 21.  佐藤 彰洋 (50335204)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 22.  佐藤 浩 (30295737)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 23.  久保 正男 (30292048)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 24.  TRAN Kien
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 25.  TRAN QHAnh
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 26.  Helbing Dirk
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 27.  Kirman Alan
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 28.  Chakrabarti Bikas K
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 29.  Rosser J. Barkley, Jr.
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 30.  Chen Shu-Heng
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 31.  Mimkes Jürgen
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 32.  Scalas Enrico
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 33.  Chakrabarti Anindya S.
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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