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Mathematical model constraction and application to data analysis using nonlinear integral with respect to nonadditive measure

Research Project

Project/Area Number 15K05003
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionKyushu Institute of Technology

Principal Investigator

Honda Aoi  九州工業大学, 大学院情報工学研究院, 准教授 (50271119)

Co-Investigator(Kenkyū-buntansha) 乃美 正哉  九州工業大学, 大学院情報工学研究院, 講師 (50208302)
大木 真  熊本高等専門学校, 情報通信エレクトロニクス工学科, 准教授 (10624562)
Research Collaborator JAMES Simon  Deakin University, Lecturer
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords非線形積分 / 非加法的測度 / 多変量データ解析 / 数理モデル / Lp空間 / 多変量解析 / 主観的評価問題 / 包除積分 / 非加法的積分
Outline of Final Research Achievements

We have obtained several results on constraction of mathematical model and application to data analysis using inclusion-exclusion integral, nonlinear integral with respect to nonadditive measure in these three years. We have given a method of construction of mathematical model and interpreting of decision process to the objective variables described by the model. Moreover, we have given sufficient conditions of nonadditive measures and interaction operators used to define the integral for monotonicity of the integral. We have discussed linearity and topology of Lp-space determined by nonlinear integrals. We have also partially succesed generalization of the definition to nondescrete nonadditive measure space.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (36 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (7 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 5 results,  Acknowledgement Compliant: 2 results) Presentation (27 results) (of which Int'l Joint Research: 4 results)

  • [Int'l Joint Research] Deakin University(オーストラリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Deakin University(オーストラリア)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Expressive Human Pose Deformation Based on the Rules of Attractive Poses2018

    • Author(s)
      Oshita Masaki、Yamamura Kei、Honda Aoi
    • Journal Title

      Interactivity, Game Creation, Design, Learning, and Innovation

      Pages: 162-171

    • DOI

      10.1007/978-3-319-76908-0_16

    • ISBN
      9783319769073, 9783319769080
    • Related Report
      2017 Annual Research Report
  • [Journal Article] Averaging aggregation functions based on inclusion-exclusion integrals2017

    • Author(s)
      Honda Aoi、Simon James
    • Journal Title

      Proceedings of Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS), 2017 Joint 17th World Congress of International

      Pages: 1-6

    • DOI

      10.1109/ifsa-scis.2017.8023353

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Finding rules of attractive human poses using decision tree and generating novel attractive poses2017

    • Author(s)
      Oshita Masaki、Yamamura Kei、Honda Aoi
    • Journal Title

      Proceedings of the Computer Graphics International Conference

      Volume: 33 Pages: 1-6

    • DOI

      10.1145/3095140.3095173

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] L_1-space for Sugeno Integral2017

    • Author(s)
      Honda Aoi、Okazaki Yoshiaki
    • Journal Title

      Modeling Decisions for Artificial Intelligence, LNAI

      Volume: 10571 Pages: 63-73

    • DOI

      10.1007/978-3-319-67422-3_7

    • ISBN
      9783319674216, 9783319674223
    • Related Report
      2017 Annual Research Report
  • [Journal Article] Orness and Cardinality Indices for Averaging Inclusion-Exclusion Integrals2017

    • Author(s)
      Honda Aoi、James Simon、Rajasegarar Sutharshan
    • Journal Title

      Modeling Decisions for Artificial Intelligence, LNAI

      Volume: 10571 Pages: 51-62

    • DOI

      10.1007/978-3-319-67422-3_6

    • ISBN
      9783319674216, 9783319674223
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Theory of inclusion-exclusion integral2017

    • Author(s)
      Aoi Honda, Yoshiaki Okazaki
    • Journal Title

      Information Sciences

      Volume: 376 Pages: 136-147

    • DOI

      10.1016/j.ins.2016.09.063

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 相対評価法を用いた痛みを表すオノマトペの順序関係を調べる手法の提案 2016

    • Author(s)
      柴尾 一成,本田 あおい,大木 真
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: 28 Pages: 734-743

    • NAID

      130005266431

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 非加法的単調測度によるLp 空間2018

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      RIMS共同研究 関数空間の深化とその周辺
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単調測度を利用した多変量解析2018

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      RIMS共同研究 関数空間の深化とその周辺
    • Related Report
      2017 Annual Research Report
  • [Presentation] 準劣加法的単調測度に関する弱Lp 空間Lp,∞2018

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      日本数学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 包除積分の非離散化2017

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会年会
    • Place of Presentation
      首都大学東京(東京都八王子市)
    • Year and Date
      2017-03-24
    • Related Report
      2016 Research-status Report
  • [Presentation] ファジィ測度の作る関数空間Lp(0≦p≦∞)の準距離線形構造2017

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      RIMS研究集会 関数空間の構造とその周辺
    • Place of Presentation
      京都大学数理解析研究所(京都府京都市)
    • Year and Date
      2017-02-06
    • Related Report
      2016 Research-status Report
  • [Presentation] 包除積分の非離散化2017

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      実解析学シンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 非加法的測度に関する積分と Lp 空間 (0≦p≦∞)2017

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      実解析学シンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 包除積分の単調性と interaction operator2017

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      日本数学会秋季総合分科会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 可積分単関数の生成するL0の線形部分空間2017

    • Author(s)
      本田あおい, 岡崎悦明
    • Organizer
      日本数学会秋季総合分科会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 包除積分数理モデルのパラメータ決定手法の検討2016

    • Author(s)
      山田将也,本田あおい,大木真
    • Organizer
      第21回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      コンパルホール(大分県大分市)
    • Year and Date
      2016-12-02
    • Related Report
      2016 Research-status Report
  • [Presentation] オノマトペによる疼痛の数値表現法の検討2016

    • Author(s)
      西嶋泰樹,本田あおい,大木真
    • Organizer
      第21回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      コンパルホール(大分県大分市)
    • Year and Date
      2016-12-02
    • Related Report
      2016 Research-status Report
  • [Presentation] ファジィ測度の測度代数および可測関数空間L02016

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      第21回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      コンパルホール(大分県大分市)
    • Year and Date
      2016-12-02
    • Related Report
      2016 Research-status Report
  • [Presentation] Lp-space and its dual for a fuzzy measure2016

    • Author(s)
      Aoi Honda, Yoshiaki Okazaki
    • Organizer
      13th International Conference on Modeling Decisions for Articial Intelligence
    • Place of Presentation
      Sant Julia de Loria(Andra)
    • Year and Date
      2016-09-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 劣加法的単調測度に対するShilkret-菅野型積分とそのLp 空間2016

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2016-09-15
    • Related Report
      2016 Research-status Report
  • [Presentation] t-ノルムに基づく包除積分データ解析モデルの構築2016

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会秋季総合分科会 
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2016-09-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Inclusion-exclusion integral and t-norm based data analysis model construction2016

    • Author(s)
      Aoi Honda, Yoshiaki Okazaki
    • Organizer
      16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
    • Place of Presentation
      Eindhoven, Netherlands
    • Year and Date
      2016-06-20
    • Related Report
      2015 Research-status Report
  • [Presentation] Motion Interpolation Using Adjectives2016

    • Author(s)
      Masaki Oshita, Maho Katsurada, Aoi Honda
    • Organizer
      NICOGRAPH Internaional 2016
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2016-06-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 非整数階Shepp 数列空間とLp の非整数階差分作用素2016

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会年会
    • Place of Presentation
      つくば市, 日本
    • Year and Date
      2016-03-16
    • Related Report
      2015 Research-status Report
  • [Presentation] 劣加法的単調測度の作るLp空間と双対L*p2016

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会年会
    • Place of Presentation
      つくば市, 日本
    • Year and Date
      2016-03-16
    • Related Report
      2015 Research-status Report
  • [Presentation] モーションデータの合成のための形容詞を用いた直感的なインターフェースの提案2016

    • Author(s)
      桂田真歩,本田あおい,尾下真樹
    • Organizer
      画像電子学会 第276回研究会
    • Place of Presentation
      飯塚市, 日本
    • Year and Date
      2016-03-03
    • Related Report
      2015 Research-status Report
  • [Presentation] Inclusion-exclusion integral and its application for multi-variate analysis2016

    • Author(s)
      Aoi Honda, Yoshiaki Okazaki
    • Organizer
      13th International Conference on Fuzzy Set Theory and Applications
    • Place of Presentation
      Liptovsky Jan, Slovak republic
    • Year and Date
      2016-01-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 相対比較による痛みを表すオノマトペの順序関係を調べる方法の検討2015

    • Author(s)
      柴尾一成,池上加那子,本田あおい,豊坂祐樹,大木真
    • Organizer
      第20回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      東京都, 日本
    • Year and Date
      2015-11-13
    • Related Report
      2015 Research-status Report
  • [Presentation] ファジィ測度の作るLp空間の準距離2015

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      第20回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      東京都, 日本
    • Year and Date
      2015-11-13
    • Related Report
      2015 Research-status Report
  • [Presentation] 準距離空間の完備化,距離付け,およびベールの性質2015

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      実解析学シンポジウム2015
    • Place of Presentation
      東京都, 日本
    • Year and Date
      2015-10-23
    • Related Report
      2015 Research-status Report
  • [Presentation] Inclusion-exclusion integral2015

    • Author(s)
      Aoi Honda, Yoshiaki Okazaki
    • Organizer
      12th International Conference on Modeling Decisions for Articial Intelligence
    • Place of Presentation
      Skovde, Sweden
    • Year and Date
      2015-09-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Inclusion-exclusion integral(包除積分)―非加法的単調測度による積分2015

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      京都市, 日本
    • Year and Date
      2015-09-13
    • Related Report
      2015 Research-status Report
  • [Presentation] 包除積分―非加法的な測度による積分―2015

    • Author(s)
      本田あおい,岡崎悦明
    • Organizer
      日本応用数理学会2015年年会
    • Place of Presentation
      金沢市, 日本
    • Year and Date
      2015-09-09
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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