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Establishing the method of rough set clustering

Research Project

Project/Area Number 19300074
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionUniversity of Tsukuba

Principal Investigator

MIYAMOTO Sadaaki  University of Tsukuba, 大学院・システム情報工学研究科, 教授 (60143179)

Co-Investigator(Kenkyū-buntansha) TSUMOTO Shusaku  島根大学, 医学部, 教授 (10251555)
INUIGUCHI Masahiro  大阪大学, 大学院・基礎工学研究科, 教授 (60193570)
MURAI Tetsuya  北海道大学, 大学院・情報科学研究科, 准教授 (90201805)
平野 章二  島根大学, 医学部, 准教授 (60333506)
Co-Investigator(Renkei-kenkyūsha) HIRANO Shoji  島根大学, 医学部, 准教授 (60333506)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥18,590,000 (Direct Cost: ¥14,300,000、Indirect Cost: ¥4,290,000)
Fiscal Year 2009: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2008: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2007: ¥7,150,000 (Direct Cost: ¥5,500,000、Indirect Cost: ¥1,650,000)
Keywordsラフ集合 / 階層的クラスタリング / 一般化ラフ集合 / 情報表 / K-平均法 / クラスタリング / 決定表 / 近傍システム / カーネル関数 / 情報統合 / 医療情報 / グラニュラークラスタリング / 可変精度ラフ集合 / 様相論理
Research Abstract

Traditional rough set theory is concerned with supervised classification of decision tables, with the exception of a few proposals of unsupervised classification, in other words, clustering related to rough sets. However, there are many clustering techniques that had not been applied to rough sets before this study. We have studied theoretical background of clustering for rough sets, and developed a number of new algorithms including both hierarchical and non-hierarchical clustering. We moreover applied the developed methods to a number of data sets including those in medical information. We thus have shown a broad overview of clustering techniques of rough sets and related applications.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (94 results)

All 2010 2009 2008 2007

All Journal Article (44 results) (of which Peer Reviewed: 44 results) Presentation (50 results)

  • [Journal Article] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Proc. of RSCTC 2010 (to appear)

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.98

      Pages: 107-121

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 98

      Pages: 107-121

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Representation of Granularity for Non-Euclidean Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Journal Title

      Proceedings of RSCTC 2010 1

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ファジィクラスタリングの有用性について2009

    • Author(s)
      宮本定明
    • Journal Title

      知能と情報 (日本知能情報ファジィ学会誌) Vol.21,No.6

      Pages: 1008-1017

    • NAID

      10025995725

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Refinement Properties in Agglomerative Hierarchical Clustering2009

    • Author(s)
      S. Miyamoto
    • Journal Title

      LNAI5861

      Pages: 259-267

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] ファジィ近傍に基づく内積空間とカーネル法によるテキストデータ解析2009

    • Author(s)
      河崎佑一, 宮本定明
    • Journal Title

      知能と情報 (日本知能情報ファジィ学会誌) Vol.21,No.4

      Pages: 461-469

    • NAID

      10025994797

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparison and Evaluation of Different Cluster Validity Measures Including Their Kernelization2009

    • Author(s)
      W. Hashimoto, T. Nakamura, S. Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.13,No.3

      Pages: 204-209

    • NAID

      130004672950

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Rough Set Approach to Rule Induction from Imprecise Decision Tables, Fuzzy Logic and Applications2009

    • Author(s)
      M. Inuiguchi
    • Journal Title

      8th International Workshop, WILF 2009, LNAI 5571

      Pages: 68-76

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the comparison of some fuzzy clustering methods for privacy preserving data mining2009

    • Author(s)
      V. Torra, Y. Endo, S. Miyamoto
    • Journal Title

      Kybernetika Vol.45

      Pages: 548-560

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.90

      Pages: 251-267

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparison and Evaluation of Different Cluster Validity Measures Including Their Kernelization2009

    • Author(s)
      Wataru Hashimoto, Tetsuya Nakamura, Sadaaki Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 13

      Pages: 204-209

    • NAID

      130004672950

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ファジィ近傍に基づく内積空間とカーネル法によるテキストデータ解析2009

    • Author(s)
      河崎佑一, 宮本定明
    • Journal Title

      知能と情報 21

      Pages: 461-469

    • NAID

      10025994797

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ファジィクラスタリングの有用性について2009

    • Author(s)
      宮本定明
    • Journal Title

      知能と情報 21

      Pages: 1008-1017

    • NAID

      10025995725

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Refinement Properties in Agglomerative Hierarchical Clustering2009

    • Author(s)
      宮本定明
    • Journal Title

      MDAI 2009,LNAI 5861

      Pages: 259-267

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On the comparison of some fuzzy clustering methods for privacy preserving data mining2009

    • Author(s)
      Vicenc Torra, Yasunori Endo, Sadaaki Miyamoto
    • Journal Title

      Kybernetika 45

      Pages: 548-560

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Contingency Matrix Theory II : Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 90

      Pages: 427-442

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Informaticae 90

      Pages: 251-267

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rough Set Approach to Rule Induction from Imprecise Decision Tables2009

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      WILF 2009,LNAI 5571

      Pages: 68-76

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Granularity-Based Framework of Deduction, Induction and Abduction2009

    • Author(s)
      Yasuo Kudo, Tetsuya Murai, Seiki Akama
    • Journal Title

      International Journal of Approximate Reasoning 50

      Pages: 1215-1226

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Algorithms for Sequential Extraction of Clusters by Possibilistic Method and Comparison with Mountain Clustering2008

    • Author(s)
      S. Miyamoto, Y. Kuroda, K. Arai
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.12,No.5

      Pages: 448-453

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Formulation of Fuzzy c-Means Clustering Using Calculus of Variations and Twofold Membership Clusters2008

    • Author(s)
      S. Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.12,No.5

      Pages: 454-460

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Group Forming of Decision Tables Based on Rational Choice Theory2008

    • Author(s)
      R. Enomoto, M. Inuiguchi
    • Journal Title

      Proc. SCIS & ISIS 2008

      Pages: 1002-1007

    • NAID

      130006983338

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Third International Conference Rough Sets and Knowledge Technology (RSKT 2008), Chengdu, China, May 17-19

      Pages: 332-339

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy c-Means Algorithms Using Kullback?Leibler Divergence and Hellinger Distance Based on Multinomial Manifold2008

    • Author(s)
      R. Inokuchi, S. Miyamoto
    • Journal Title

      Journal of Advanced Computational Inte lligence and Intelligent Informatics 12

      Pages: 443-447

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Algorithms for Sequential Extraction of Clusters by Possibil istic Method and Comparison with Mountain Clustering2008

    • Author(s)
      S. Miyamoto, Y. Kuroda, K. Arai
    • Journal Title

      Journal of Advanced Computational Inte lligence and Intelligent Informatics 12

      Pages: 448-453

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Formulation of Fuzzy c-Means Clustering Using Calculus of Variations and Twofold Membership Clusters2008

    • Author(s)
      S. Miyamoto
    • Journal Title

      Journal of Advanced Computational Inte Iligence and Intelligent Informatics 12

      Pages: 454-460

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generalized Agglomerative Clustering with Application to Information Systems2008

    • Author(s)
      S. Miyamoto
    • Journal Title

      Lecture Notes in Artificial Intelligence 5285

      Pages: 158-166

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extended DNF Expression and Variable Granularity in Information Tables2008

    • Author(s)
      M. Kudo, T. Murai
    • Journal Title

      IEEE Transactions on Fuzzy Systems 16

      Pages: 285-298

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Kansei Evaluation Based on Prioritized Multi-Attribute Fuzzy Target-Oriented Decision Analysis2008

    • Author(s)
      H. -B. Yan, Van Nam Huynh, T. Murai. Y. Nakamori
    • Journal Title

      Information Sciences 178

      Pages: 4080-4093

    • NAID

      120001856663

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decision Analysis with Fuzzy Targets2008

    • Author(s)
      Van Nam Huynh, Y. Nakamori, T. Murai,
    • Journal Title

      Studies in Computational Intelligence 97

      Pages: 135-155

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Note on Characteristic Combination Patterns about How to Combine Objects in Object-Oriented Rough Set Models2008

    • Author(s)
      Y. Kudo, T. Murai
    • Journal Title

      Lecture Notes in Computational Intelli gence 5009

      Pages: 115-123

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Formulation of Fuzzy c-Means Clustering Using Calculus of Variations and Generalizations to Twofold Membership Clusters2008

    • Author(s)
      S. Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics To appear

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decision Analysis with Fuzzy Targets2008

    • Author(s)
      V.-N. Huynh, Y. Nakamori, T. Murai
    • Journal Title

      Studies in Computational Intelligence, SPringer, . 97

      Pages: 135-155

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Unified Formulation of Deduction, Induction and Abduction Using Granularity Based on VPRS Models and Measure-Based Semantics for Modal Logics2008

    • Author(s)
      Y. Kudo, T. Murai, S. Akama
    • Journal Title

      Advances in Soft-Computing, Springer, . 46

      Pages: 280-290

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Kernel Functions Based on Fuzzy Neighborhoods and Agglomerative Clustering2007

    • Author(s)
      S. Miyamoto, Y. Kawasaki
    • Journal Title

      MDAI 2007, LNAI 4617(V. Torra, Y. Narukawa, and Y. Yoshida (Eds.))

      Pages: 249-260

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Data Clustering Algorithms for Information Systems2007

    • Author(s)
      S. Miyamoto
    • Journal Title

      Proc. of RSFDGrC2007, LNAI 4482(Springer)

      Pages: 13-24

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Logical Representation of Images by Means of Multi-rough Sets for Kansei Image Retrieval2007

    • Author(s)
      T. Murai, S. Miyamoto, Y. Kudo
    • Journal Title

      LNCS 4481

      Pages: 244-251

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Data Clustering Algorithms for Information Systems2007

    • Author(s)
      S. Miyamoto
    • Journal Title

      Lecture Note in Artificial Intelligence 4482

      Pages: 13-24

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Kernel Functions Based on Fuzzy Neighborhoods and Agglomerative Clustering2007

    • Author(s)
      S. Miyamoto, Y. Kawasaki
    • Journal Title

      Lecture Note in Artificial Intelligence 4617

      Pages: 249-260

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Term Clustering in Texts Based on Fuzzy Neighborhoods and Kernel Functions2007

    • Author(s)
      S. Miyamoto, S. Hayakawa, Y. Kawasaki
    • Journal Title

      Lecture Note in Artificial Intelligence 4693

      Pages: 517-524

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Algebraic Foundation for Linguistic Reasoning2007

    • Author(s)
      V. N. Huynh, T. Murai Y. Nakamori
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 271-294

    • NAID

      120000861763

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semi-Structured Decision Rules in Object-Oriented Rough Set Models for Kansei Engineering2007

    • Author(s)
      Y. Kudo, T. Murai
    • Journal Title

      Lecture Notes in Computer Science, Springer 4481

      Pages: 219-227

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Logical Representation of Images by Means of Multi-rough Sets for Kansei Image Retrieval2007

    • Author(s)
      T. Murai, S. Miyamoto, Y. Kudo
    • Journal Title

      Lecture Notes in Computer Science, Springer 4481

      Pages: 244-451

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Granularity and Approximation in Sequences, Multisets, and Sets in the Framework of Kripke Semantics2010

    • Author(s)
      Tetsuya Murai, Seiki Ubukata, Yasuo Kudo, Seiki Akama Sadaaki Miyamoto
    • Organizer
      Integrated Uncertainty Management and Applications, Advances in Soft-Computing
    • Place of Presentation
      JAIST, Nomi, Ishikawa, Japan
    • Year and Date
      2010-04-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] データクラスタリングに関する最近の技法2010

    • Author(s)
      宮本定明
    • Organizer
      日本知能情報ファジィ学会第28回評価問題研究会
    • Place of Presentation
      九州工業大学情報工学部
    • Year and Date
      2010-02-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] Kripkeモデルにおける記号列とマルチ集合に関する考察2010

    • Author(s)
      村井哲也, 宮本定明, 工藤康生
    • Organizer
      多値論理とその応用研究会,電子情報通信学会
    • Place of Presentation
      明治大学秋葉原サテライト
    • Year and Date
      2010-01-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] Recent Studies on Algorithms for Fuzzy Clustering2009

    • Author(s)
      宮本定明
    • Organizer
      The 17th National Conference on Fuzzy Theory and Its Applications
    • Place of Presentation
      Kaohsiung, Taiwan
    • Year and Date
      2009-12-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] Hierarchical and Non-hierarchical algorithms for Semi-supervised Clustering2009

    • Author(s)
      Sadaaki Miyamoto, Yasunori Endo
    • Organizer
      CwU Workshop : Coping with Uncertainty
    • Place of Presentation
      Laxenburg, Austria
    • Year and Date
      2009-12-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] Fuzzy c-Regression Model for Data with Tolerance2009

    • Author(s)
      K. Kurihara, Y. Endo, Y. Hamasuna, S. Miyamoto
    • Organizer
      MDAI2009
    • Place of Presentation
      Awaji Island, Japan
    • Year and Date
      2009-12-01
    • Related Report
      2009 Final Research Report
  • [Presentation] On Semi-Supervised Clustering with Pairwise Constraints2009

    • Author(s)
      Sadaaki Miyamoto, Mitsuaki Yamazaki, Akihisa Terami
    • Organizer
      Modeling Decisions for Artificial Intelligence 2009
    • Place of Presentation
      Awaji Island, Japan
    • Year and Date
      2009-12-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] Fuzzy c-Regression Model for Data with Tolerance2009

    • Author(s)
      Kouta Kurihara, Yasunori Endo, Yukihiro Hamasuna, Sadaaki Miyamoto
    • Organizer
      Modeling Decisions for Artificial Intelligence 2009
    • Place of Presentation
      Awaji Island, Japan
    • Year and Date
      2009-12-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] 決定表の非階層的クラスタリング2009

    • Author(s)
      乾口雅弘, 榎本隆太
    • Organizer
      第52回自動制御連合講演会
    • Place of Presentation
      大阪大学豊中キャンパス
    • Year and Date
      2009-11-22
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 対制約を用いた半教師付き階層的クラスタリング2009

    • Author(s)
      寺見明久, 宮本定明
    • Organizer
      第14回曖昧な気持ちに挑むワークショップ
    • Place of Presentation
      横浜
    • Year and Date
      2009-11-07
    • Related Report
      2009 Annual Research Report
  • [Presentation] An Explicit Mapping for Kernel Data Analysis and Application to c-Means Clustering2009

    • Author(s)
      宮本定明, 澤崎佳介
    • Organizer
      2009 International Symposium on Nonlinear Theory and Its Applications
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2009-10-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] Three Approaches to Rule Induction from Multiple Decision Tables2009

    • Author(s)
      乾口雅弘
    • Organizer
      12th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      Litomysl, Czech Republic
    • Year and Date
      2009-09-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] Different Sequential Clustering Algorithms and Sequential Regression Models2009

    • Author(s)
      Sadaaki Miyamoto, Kenta Arai
    • Organizer
      FUZZ-IEEE 2009
    • Place of Presentation
      Jeju Island, Korea
    • Year and Date
      2009-08-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] Semi-supervised Clustering with Target Clusters Using Different Additional Terms2009

    • Author(s)
      宮本定明
    • Organizer
      2009 IEEE International Conference on Granular Computing
    • Place of Presentation
      Nanchang, China
    • Year and Date
      2009-08-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Method of Semi-Supervised Fuzzy c-Means with Reference Clusters2009

    • Author(s)
      宮本定明
    • Organizer
      6th International Symposium on Management Engineering
    • Place of Presentation
      Dalian, China
    • Year and Date
      2009-08-06
    • Related Report
      2009 Annual Research Report
  • [Presentation] An Explicit Mapping for Kernel Data Analysis and Application to Text Analysis2009

    • Author(s)
      宮本定明
    • Organizer
      IFSA-EUSFLAT 2009
    • Place of Presentation
      Lisbon, Portugal
    • Year and Date
      2009-07-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] 二種類の追加項を用いた半教師付きクラスタリング2009

    • Author(s)
      山崎光亮, 橋本済, 宮本定明
    • Organizer
      第25回ファジィシステムシンポジウム
    • Place of Presentation
      筑波大学
    • Year and Date
      2009-07-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] カーネルファジィc-平均法における陽写像とテキストデータ解析への応用2009

    • Author(s)
      澤崎佳介, 宮本定明, 河崎佑一
    • Organizer
      第25回ファジィシステムシンポジウム
    • Place of Presentation
      筑波大学
    • Year and Date
      2009-07-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] 決定属性値が不明確な決定表からのラフ集合に基づくルール抽出2009

    • Author(s)
      乾口雅弘, 楠木祥文
    • Organizer
      第25回ファジィシステムシンポジウム
    • Place of Presentation
      筑波大学筑波キャンパス
    • Year and Date
      2009-07-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] New Clustering Algorithms by using Tolerance Vector2008

    • Author(s)
      Y. Hamasuna, Y. Endo, S. Miyamoto
    • Organizer
      The 5th International Conference on Modeling Decisions for Artificial Intelligence
    • Place of Presentation
      Sabadell,Spain
    • Year and Date
      2008-10-31
    • Related Report
      2008 Annual Research Report
  • [Presentation] Group Forming of Decision Tables Based on Rational Choice Theory2008

    • Author(s)
      R. Enomoto, M. Inuiguchi
    • Organizer
      SCIS & ISIS 2008
    • Place of Presentation
      名古屋大学愛知県名古屋市
    • Year and Date
      2008-09-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] Algorithms for Sequential Extraction of Clusters2008

    • Author(s)
      K. Arai, S. Miyamoto
    • Organizer
      SCIS & ISIS 2008
    • Place of Presentation
      名古屋大学愛知県名古屋市
    • Year and Date
      2008-09-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] Comparison and Evaluation of Different Cluster Validity Measures Including their Kernelization2008

    • Author(s)
      W. Hashimoto, T. Nakamura, S. Mivamoto
    • Organizer
      SCIS & ISIS 2008
    • Place of Presentation
      名古屋大学愛知県名古屋市
    • Year and Date
      2008-09-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] On Tolerant Fuzzy c-Means2008

    • Author(s)
      Y. Hama suna, Y. Endo, S. Mi yamoto
    • Organizer
      SCIS & ISIS 2008
    • Place of Presentation
      名古屋大学愛知県名古屋市
    • Year and Date
      2008-09-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] ラフ近似に関係するクラスタリング技法について2008

    • Author(s)
      宮本定明
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] 宮本が提案した順序集合に基づくクラスタリングに関する位相の観点からの-考察2008

    • Author(s)
      村井哲也,三浦博史,生方誠希,工藤康生
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] 合理的選択理論による決定表のグループ形成解析2008

    • Author(s)
      榎本隆太,乾口雅弘
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] 表からのルール抽出と位相構造2008

    • Author(s)
      村井哲也,三浦博史,生方誠希,工藤康生
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] 可変精度ラフ集合モデルにおける決定ルールの確信度および被覆度の平均値に関する-考察2008

    • Author(s)
      工藤康生,村井哲也
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] 合理的選択理論による決定表のグループ形成解析2008

    • Author(s)
      榎本隆太, 乾口雅弘
    • Organizer
      24th Fuzzy System Symposium
    • Place of Presentation
      Osaka
    • Year and Date
      2008-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] 宮本が提案した順序集合に基づくクラスタリングに関する位相の観点からの一考察2008

    • Author(s)
      村井哲也, 三浦博史, 生方誠希, 工藤康生
    • Organizer
      24th Fuzzy System Symposium
    • Place of Presentation
      Osaka
    • Year and Date
      2008-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] 基準クラスターを用いた半教師付きクラスタリング2008

    • Author(s)
      山崎光亮,宮本定明,李仁戴
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] クラスター妥当性関数とその応用について2008

    • Author(s)
      橋本済,中村哲也,宮本定明
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] 逐次抽出型クラスタリングアルゴリズムの比較検討2008

    • Author(s)
      荒井健太,宮本定明
    • Organizer
      第24回ファジィシステムシンポジウム
    • Place of Presentation
      阪南大学大阪府松原市
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] Recent Studies on Algorithms for Fuzzy Clustering2008

    • Author(s)
      S. Miyamoto
    • Organizer
      2008 IEEE International Conference on. Granular Computing (GrC 2008)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2008-08-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] Hierarchical Clustering of Asymmetric Proximity Data Based on the Indiscernibility-level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      2008 IEEE International Conference on Granular Computing (GrC 2008)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2008-08-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] Recent Studies on Algorithms for Fuzzy Clustering2008

    • Author(s)
      S. Miyamoto
    • Organizer
      Proc. of 2008 IEEE International Conference on Granular Computing (GrC 2008)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2008-08-26
    • Related Report
      2009 Final Research Report
  • [Presentation] Kerenl Space for Text Analysis Based on Fuzzy Neighborhoods2008

    • Author(s)
      S. Miyamoto, Y. Kawasaki
    • Organizer
      WCCI 2008
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2008-06-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] Kernel Space for Text Analysis Based on Fuzzy Neighborhoods2008

    • Author(s)
      S. Miyamoto, Y. Kawasaki
    • Organizer
      WCCI 2008 Proceedings, 2008 IEEE World Congress on Computational Intelligence
    • Place of Presentation
      Hong Kong
    • Year and Date
      2008-06-04
    • Related Report
      2009 Final Research Report
  • [Presentation] Support Vector Machine for Data with Tolerance based on Hard-Margin and Soft-Margin2008

    • Author(s)
      Y. Hamasuna, Y. Endo, S. Miyamoto
    • Organizer
      WCCI 2008
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2008-06-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      Third International Conference Rough Sets and Knowledge Technology(RSKT2008)
    • Place of Presentation
      Chengdu, China
    • Year and Date
      2008-05-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] ファジィ近傍モデルを用いたインシデントレポートの分析2008

    • Author(s)
      河崎佑一, 宮本定明
    • Organizer
      第30回ファジィ・ワークショップ
    • Place of Presentation
      電気通信大学、東京
    • Year and Date
      2008-03-08
    • Related Report
      2007 Annual Research Report
  • [Presentation] 超直方体で定義された許容範囲付きデータに対するファジィc-平均法について2007

    • Author(s)
      長谷川康, 遠藤靖典, 濱砂幸裕, 宮本定明
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 逐次抽出型可能性クラスタリングアルゴリズム2007

    • Author(s)
      荒井健太, 黒田洋平, 宮本定明
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 近傍モデルとカーネル関数による用語クラスタリングアルゴリズムの比較2007

    • Author(s)
      河崎佑一, 宮本定明, 早川聡
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 様々なクラスター妥当性関数の比較:カーネル化と直接最適化2007

    • Author(s)
      中村哲也, 橋本済, 宮本定明
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 許容範囲付きデータに対するハードクラスタリングについて2007

    • Author(s)
      濱砂幸裕, 遠藤靖典, 宮本定明, 長谷川康
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 階層的クラスタリングとカーネルc-平均法の情報表への応用2007

    • Author(s)
      宮本定明
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] 決定表で表された個人見解の分類2007

    • Author(s)
      乾口雅弘, 古殿智章, 宮本定明
    • Organizer
      23rd Fuzzy System Symposium
    • Place of Presentation
      名城大学、名古屋
    • Year and Date
      2007-08-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] 一般化ラフ集合とカーネル関数にもとづくクラスタリング2007

    • Author(s)
      宮本定明, 河崎佑一
    • Organizer
      第9回日本感性工学会大会
    • Place of Presentation
      工学院大学、東京
    • Year and Date
      2007-08-02
    • Related Report
      2007 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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