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Establishing the foundation of computational intelligence for human science

Research Project

Project/Area Number 23500279
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionKyushu University

Principal Investigator

TAKAGI Hideyuki  九州大学, 芸術工学研究科(研究院), 教授 (50274543)

Research Collaborator PEI Yan  九州大学, 大学院・芸術工学府, 博士後期課程生
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords対話型進化計算 / 探索の高速化 / 対比較ベースの差分進化 / awareness / 対話型進化論的計算
Research Abstract

To establish the foundation of computational intelligence for human science analyzing human characteristics, we: (1) proposed methods for improving interactive evolutionary computation (IEC) by approximating a complex fitness landscape and devising new IEC operators and showed their high performances using benchmark functions, (2) applied the improved IEC to cochlear implant fitting and showed its higher speech intelligibility than that of conventional manual-based fitting, (3) tackled to obtain unknown auditory knowledge explaining the fact of the (2) that cannot be explained by conventional fitting hypothesis, and (4) proposed a framework of an awareness model using IEC to model a human awareness mechanism.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (58 results)

All 2014 2013 2012 2011

All Journal Article (3 results) (of which Peer Reviewed: 1 results) Presentation (55 results) (of which Invited: 1 results)

  • [Journal Article] Accelerating IEC and EC Searches with Elite Obtained by Dimensionality Reduction in Regression Spaces2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Journal Title

      Journal of Evolutionary Inteligence, Springer-Verlag Berlin Heidelberg

      Volume: vol.6, no.1 Issue: 1 Pages: 27-40

    • DOI

      10.1007/s12065-013-0088-9

    • NAID

      120007089623

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Interactive evolutionary computation for analyzing human aware mechanism2012

    • Author(s)
      Hideyuki Takagi
    • Journal Title

      Applied Computational Inteligence and Soft Computing

      Volume: Vol. 2012, Article ID 694836 Pages: 1-8

    • DOI

      10.1155/2012/694836

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] Triple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution2012

    • Author(s)
      裴岩,高木英行
    • Journal Title

      Transaction of the Japanese Society for Evolutionary Computation

      Volume: 3 Issue: 3 Pages: 98-108

    • DOI

      10.11394/tjpnsec.3.98

    • NAID

      130004566781

    • ISSN
      2185-7385
    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 人工内耳パラメー タフィッティングへの対比較ベース対話型差分進化の適用2014

    • Author(s)
      船木亮平, 高木英行, 中川尚志, 永田里恵, 松本希
    • Organizer
      第6回進化計算研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434438/takagi13f.pdf

    • Place of Presentation
      調布
    • Related Report
      2013 Final Research Report
  • [Presentation] 人工内耳パラメータフィッティングへの対比較ベース対話型差分進化の適用2014

    • Author(s)
      船木亮平,高木英行,中川尚志,永田里恵,松本希
    • Organizer
      第6回進化計算学会進化計算研究会
    • Place of Presentation
      調布
    • Related Report
      2013 Annual Research Report
  • [Presentation] 対話型差分進化ベースの動作姿勢生成支援システム2013

    • Author(s)
      波多晃一, 高木 英行
    • Organizer
      第15回 日本知能情報ファジィ学会 九州支部学術講演会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434437/takagi13e.pdf

    • Place of Presentation
      下関
    • Year and Date
      2013-12-21
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] 対話型差分進化を用いた地下鉄路線図の配色最適化に関する研究2013

    • Author(s)
      石津雅司, 高木英行
    • Organizer
      第3回 SO FT 九州支部学生部会研究発表会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434433/takagi12l.pdf

    • Place of Presentation
      福岡
    • Year and Date
      2013-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2013 IEEE Int. Conf. on Systems, M an and Cybernetics (SMC 2013)
    • Place of Presentation
      Manchester, U K
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive evolutionary computation for analyzing human characteristics2013

    • Author(s)
      Hideyuki Takagi
    • Organizer
      Symposium on Emergent Trends in Artificial Inteligence & Robotics, (SET INAIR2013)
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434435/takagi13b.pdf

    • Place of Presentation
      Kosice, Slovakia
    • Related Report
      2013 Final Research Report
  • [Presentation] Triple and Quadruple Comparison-Based Interactive Diferential Evolution and Diferential Evolution2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      12th W orkshop on Foundations of G enetic Algorithms XII (FOGAXI)
    • Place of Presentation
      Adelaide, Australia
    • Related Report
      2013 Final Research Report
  • [Presentation] Approximating and Analyzing Fitness Landscape for Evolutionary Search Enhancement2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      Satelite W orkshop on Problem, Landscape Analysis, Automated Algorithm Selection and Adaptation in Optimization at Foundations of G enetic Algorithms (FOGA2013) Workshop XII
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434429/takagi12h.pdf

    • Place of Presentation
      Adelaide, Australia
    • Related Report
      2013 Final Research Report
  • [Presentation] M ethod for determining search states of M arkov Chain practicaly and its application to predict EC convergence and proof it2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      進化計算シンポジウム2013
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434436/takagi13d.pdf

    • Place of Presentation
      霧島市
    • Related Report
      2013 Final Research Report
  • [Presentation] Exploration か らExploitation への変化を加速する手法の提案2013

    • Author(s)
      高木英行, 裴岩
    • Organizer
      第4回進化計算研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434434/takagi12m.pdf

    • Place of Presentation
      横須賀市
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive evolutionary computation for analyzing human characteristics2013

    • Author(s)
      Hideyuki Takagi
    • Organizer
      Symposium on Emergent Trends in Artificial Intelligence & Robotics, (SETINAIR2013)
    • Place of Presentation
      Kosice, Slovakia
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2013 IEEE International Conference on Systems, Man and Cybernetics (SMC2013)
    • Place of Presentation
      Manchester, UK
    • Related Report
      2013 Annual Research Report
  • [Presentation] Method for determining search states of Markov Chain practically and its application to predict EC convergence and proof it2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      進化計算シンポジウム2013
    • Place of Presentation
      霧島
    • Related Report
      2013 Annual Research Report
  • [Presentation] riple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution2013

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      Foundations of Genetic Algorithms XII (FOGA) 2013 Workshop
    • Place of Presentation
      Adelaide, Australia
    • Related Report
      2012 Research-status Report
  • [Presentation] Exploration からExploitation への変化を加速する手法の提案2013

    • Author(s)
      高木英行,裴岩
    • Organizer
      第4回進化計算学会研究会
    • Place of Presentation
      横須賀
    • Related Report
      2012 Research-status Report
  • [Presentation] 適応度景観の近似と解析による進化計算の探索能力の向上2012

    • Author(s)
      裴岩, 高木英行
    • Organizer
      第14回日本知能情報ファジィ学会九州支部学術講演会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434431/takagi12j.pdf

    • Place of Presentation
      佐賀
    • Year and Date
      2012-12-08
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] An empirical study on influence of approximation approaches on enhancing fireworks algorithm2012

    • Author(s)
      Yan Pei, Shaoqiu Zheng, Ying Tan and Hideyuki Takagi
    • Organizer
      IEEE Int. Conf. on Systems, M an and Cybernetics (SMC2012)
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] Design of composite image filters using interactive genetic programming2012

    • Author(s)
      Jingye Ma and Hideyuki Takagi
    • Organizer
      3rd Int. Conf. on Innovations in Bio-Inspired Computing and Applications
    • Place of Presentation
      Kaohsiung, Taiwan
    • Related Report
      2013 Final Research Report
  • [Presentation] Comparative study on fitness landscape approximation with Fourier transform2012

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      6th Int. Conf. on G enetic and Evolutionary Computing (ICGEC 2012)
    • Place of Presentation
      Kitakyushu, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Fourier analysis of the fitness landscape for evolutionary search acceleration2012

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      IEEE Congress on Evolutionary Computation (CEC)
    • Place of Presentation
      Brisbane, Australia
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] Interactive neural network - Diferential evolution framework for haptic feedback retrieval system2012

    • Author(s)
      Anak Agung G ede Dharma, Hideyuki Takagi, K iyoshi Tomimatsu
    • Organizer
      進化計算シンポ ジウム2012
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434432/takagi12k.pdf

    • Place of Presentation
      軽井沢
    • Related Report
      2013 Final Research Report
  • [Presentation] 3 点および 4 点比較ベースの対話型差分進化と差分進化2012

    • Author(s)
      裴岩, 高木英行
    • Organizer
      第3回進化計算学会進化計算学会研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434430/takagi12i.pdf

    • Place of Presentation
      東広島
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型遺伝的プログラミングによる複合画像処理フィルタの設計2012

    • Author(s)
      馬菁野, 高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434425/takagi11k.pdf

    • Place of Presentation
      豊中
    • Related Report
      2013 Final Research Report
  • [Presentation] Star Trek ゲームプレー ヤ意思決定モデルの進化2012

    • Author(s)
      Sonny Alves Dias, 猪口裕香, 高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434426/takagi11l.pdf

    • Place of Presentation
      豊中
    • Related Report
      2013 Final Research Report
  • [Presentation] ID E/gravity とID E/moving vector の相補効果2012

    • Author(s)
      船木亮平, 高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434427/takagi11m.pdf

    • Place of Presentation
      豊中
    • Related Report
      2013 Final Research Report
  • [Presentation] 多峰性最適化のためのフーリエ, ニッチ法2012

    • Author(s)
      裴岩, 高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434428/takagi11n.pdf

    • Place of Presentation
      豊中
    • Related Report
      2013 Final Research Report
  • [Presentation] Comparative study on fitness landscape approximation with Fourier transform2012

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      6th Int. Conf. on Genetic and Evolutionary Computing (ICGEC2012)
    • Place of Presentation
      北九州
    • Related Report
      2012 Research-status Report
  • [Presentation] 3 点および4 点比較ベースの対話型差分進化と差分進化2012

    • Author(s)
      裴岩,高木英行
    • Organizer
      第3回進化計算学会進化計算学会研究会
    • Place of Presentation
      東広島
    • Related Report
      2012 Research-status Report
  • [Presentation] Design of integrated image filters using interactive genetic programming2012

    • Author(s)
      Jingye Ma and Hideyuki Takagi
    • Organizer
      3rd Int. Conf. on Innovations in Bio-Inspired Computing and Applications, Kaohsiung
    • Place of Presentation
      Kaohsiung, Taiwan
    • Related Report
      2012 Research-status Report
  • [Presentation] An empirical study on influence of approximation approaches on enhancing fireworks algorithm2012

    • Author(s)
      Yan Pei, Shaoqiu Zheng, Ying Tan, and Hideyuki Takagi
    • Organizer
      IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2012)
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] Interactive neural network – Differential evolution framework for haptic feedback retrieval system2012

    • Author(s)
      Anak Agung Gede Dharma, Hideyuki Takagi,Kiyoshi Tomimatsu
    • Organizer
      進化計算シンポジウム2012
    • Place of Presentation
      軽井沢
    • Related Report
      2012 Research-status Report
  • [Presentation] 対話型遺伝的プログラミングによる複合画像処理フィルタの設計2012

    • Author(s)
      馬菁野,高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • Place of Presentation
      豊中市
    • Related Report
      2011 Research-status Report
  • [Presentation] Star Trek ゲームプレーヤ意思決定モデルの進化2012

    • Author(s)
      Sonny Alves Dias,猪口裕香,高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • Place of Presentation
      豊中市
    • Related Report
      2011 Research-status Report
  • [Presentation] IDE/gravity とIDE/moving vector の相補効果2012

    • Author(s)
      船木亮平、高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • Place of Presentation
      豊中市
    • Related Report
      2011 Research-status Report
  • [Presentation] 多峰性最適化のためのフーリエ・ニッチ法2012

    • Author(s)
      裴岩,高木英行
    • Organizer
      第2回進化計算学会研究会第8回進化計算フロンティア研究会合同研究会
    • Place of Presentation
      豊中市
    • Related Report
      2011 Research-status Report
  • [Presentation] Comparative Evaluations of Evolutionary Computation with Elite Obtained in Reduced Dimensional Spaces2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      3rd Int. Conf. on Inteligent Networking and Colaborative Systems (INCoS2011)
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] A Novel Traveling Salesman Problem Solution by Accelerated Evolutionary Computation with Approximated Cost M atrix in Industrial Application2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2nd Int. Conf. of Soft Computing and Pattern Recognition (SoCPaR2011)
    • Place of Presentation
      Dalian, China
    • Related Report
      2013 Final Research Report
  • [Presentation] A Survey on Accelerating Evolutionary Computation Approaches2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2nd Int. Conf. of Soft Computing and Pattern Recognition (SoCPaR 2011)
    • Place of Presentation
      Dalian, China
    • Related Report
      2013 Final Research Report
  • [Presentation] Accelerating Evolutionary Computation with an Elite Obtained in Projected One-Dimensional Spaces2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      5th Int. Conf. on G enetic and Evolutionary Computing
    • Place of Presentation
      Kinmen/Taiwan and Xiamen/China
    • Related Report
      2013 Final Research Report
  • [Presentation] Acceleration M ethods with a G ravity Vector and a M oving Vector for both Diferential Evolution and Interactive Diferential Evolution2011

    • Author(s)
      Ryohei Funaki and Hideyuki Takagi
    • Organizer
      5th Int. Conf. on G enetic and Evolutionary Computing
    • Place of Presentation
      Kinmen/Taiwan and Xiamen/China
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型差分進化高速化手法D E/gravityの大局的最適解位置と収束特性との関係解析2011

    • Author(s)
      船木亮平, 高木英行
    • Organizer
      進化計算シンポジウム
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434422/takagi11h.pdf

    • Place of Presentation
      岩沼
    • Related Report
      2013 Final Research Report
  • [Presentation] 適応度景観のフー リエ解析による進化的探索高速化の試み2011

    • Author(s)
      裴岩, 高木英行
    • Organizer
      進化計算シンポジウム2011
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434423/takagi11i.pdf

    • Place of Presentation
      岩沼
    • Related Report
      2013 Final Research Report
  • [Presentation] 対比較ベース対話型差分進化を用いた振動触覚メッセージの感性表現デザイン2011

    • Author(s)
      Anak Agung G ede Dharma, 高木英行, 富松潔
    • Organizer
      進化計算シンポジウム
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434424/takagi11j.pdf

    • Place of Presentation
      岩沼
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型進化計算の高速化の取組と人間科学への応用2011

    • Author(s)
      高木英行
    • Organizer
      電子情報通信学会技術研究報告NC2011-5
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434421/takagi11g.pdf

    • Place of Presentation
      福岡
    • Related Report
      2013 Final Research Report
  • [Presentation] 次元削減によって得られたエリー トを用いた進化計算の高速化2011

    • Author(s)
      裴岩, 高木英行
    • Organizer
      第1回進化計算研究会, 第7回進化計算フロンティア研究会合同研究会
    • URL

      http://catalog.lib.kyushu-u.ac.jp/opac/repository/100000/handle/2324/1434420/takagi11f.pdf

    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] Accelerating Evolutionary Computation with an Elite Obtained in Projected One-Dimensional Spaces2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      5th International Conference on Genetic and Evolutionary Computing (ICGEC2012)
    • Place of Presentation
      台湾金門島,中国厦門
    • Related Report
      2011 Research-status Report
  • [Presentation] Acceleration Methods with a Gravity Vector and a Moving Vector for both Differential Evolution and Interactive Differential Evolution2011

    • Author(s)
      Ryohei Funaki and Hideyuki Takagi
    • Organizer
      5th International Conference on Genetic and Evolutionary Computing (ICGEC2012)
    • Place of Presentation
      台湾金門島,中国厦門
    • Related Report
      2011 Research-status Report
  • [Presentation] 次元削減によって得られたエリートを用いた進化計算の高速化2011

    • Author(s)
      裴岩,高木英行
    • Organizer
      第7回進化計算研究会・第7回進化計算フロンティア研究会合同研究会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Presentation] A Novel Traveling Salesman Problem Solution by Accelerated Evolutionary Computation with Approximated Cost Matrix in Industrial Application2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2nd International Conference of Soft Computing and Pattern Recognition (SoCPaR 2011)
    • Place of Presentation
      Dalian, China
    • Related Report
      2011 Research-status Report
  • [Presentation] A Survey on Accelerating Evolutionary Computation Approaches2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      2nd International Conference of Soft Computing and Pattern Recognition (SoCPaR 2011)
    • Place of Presentation
      中国大連市
    • Related Report
      2011 Research-status Report
  • [Presentation] 対話型進化計算の高速化の取組と人間科学への応用2011

    • Author(s)
      高木英行
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会(招待講演)
    • Place of Presentation
      福岡市
    • Related Report
      2011 Research-status Report
  • [Presentation] Accelerating Evolutionary Computation with Elite Obtained by Dimensionality Reduction in Regression Spaces2011

    • Author(s)
      Yan Pei and Hideyuki Takagi
    • Organizer
      3rd International Conference on Intelligent Networking and Collaborative Systems (INCoS2011)
    • Place of Presentation
      福岡市
    • Related Report
      2011 Research-status Report
  • [Presentation] 対話型差分進化高速化手法DE/gravityの大局的最適解位置と収束特性との関係解析2011

    • Author(s)
      船木亮平,高木英行
    • Organizer
      進化計算シンポジウム2011
    • Place of Presentation
      岩沼市
    • Related Report
      2011 Research-status Report
  • [Presentation] 対比較ベース対話型差分進化を用いた振動触覚メッセージの感性表現デザイン2011

    • Author(s)
      Anak Agung Gede Dharma,高木英行,富松潔
    • Organizer
      進化計算シンポジウム2011
    • Place of Presentation
      岩沼市
    • Related Report
      2011 Research-status Report
  • [Presentation] Interactive Evolutionary Computation: Acceleration Research and Applications for Human Science2011

    • Author(s)
      Hideyuki Takagi
    • Organizer
      11th Int. Conf. on Hybrid Intelligent Systems (HIS2012)(招待講演)
    • Place of Presentation
      Malacca, Malaysia
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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