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Establishing a small-scale center of excellence in cluster analysis by soft computing methodology

Research Project

Project/Area Number 16300065
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, Graduate School of Systems and Information Engineering, Professor, 大学院システム情報工学研究科, 教授 (60143179)

Co-Investigator(Kenkyū-buntansha) SATO-ILIC Mika  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院システム情報工学研究科, 助教授 (60269214)
ENDO Yasunori  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院システム情報工学研究科, 助教授 (10267396)
ICHIHASHI Hidetomo  University of Osaka Prefecture, Graduate School of Engineering, Professor, 大学院工学研究科, 教授 (30151476)
HONDA Katsuhiro  University of Osaka Prefecture, Graduate School of Engineering, Research Associate, 大学院工学研究科, 助手 (80332964)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥14,100,000 (Direct Cost: ¥14,100,000)
Fiscal Year 2006: ¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 2005: ¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 2004: ¥5,900,000 (Direct Cost: ¥5,900,000)
Keywordsfuzzy system / cluster analysis / learning algorithm / possibilistic clustering / multivariate analysis / data mining / information retrieval / cluster validity / ファジィc-平均法 / クリスプc-平均法 / カーネル関数 / 独立成分分析 / 許容範囲付きデータ / 動画検索 / カーネルトリック / 競合学習 / 不確実データ / 多次元尺度法 / 重み付き最小二乗法 / 主成分分析 / クリスプクラスタリング / ファジィクラスタリング / 自己組織化マップ
Research Abstract

The aim of this project is to promote researches in methods of fuzzy clustering and related algorithms, whereby establishing a small scale 'center of excellence' which is known among researchers of this field of study in the world. To attain this goal, two activities have been done : one is to study various aspects of fuzzy and related clustering algorithms with applications ; the other is to make our studies known throughout the world. Concretely, we have done the next investigations for the former purpose :
(1) investigations of crisp and fuzzy clustering algorithms with nonlinear cluster boundaries,
(2) development of learning algorithms for clustering and combination with crisp/fuzzy clustering algorithms
(3) the kernel method : its fundamentals and applications to clustering algorithms
(4) combination between a clustering algorithms and methods in multivariate analysis
(5) applications to data mining
(6) applications to information and image retrieval
(7) algorithms in possibilistic clus … More tering
(8) clustering algorithms for data with tolerance
(9) visualization of clusters in high-dimensional spaces
(10) generalizations of validity functions for clusters and application to evaluation of different clustering algorithms
For the second goal to spread our results, we have organized many special sessions :
(1) we have organized special sessions of clustering in FUZZ-IEEE2004, 2005, and 2006 ; in FUZZ-IEEE2006, we have collected 18 papers including our own papers in 3 sessions that are comparable with ordinary sessions.
(2) We have organized special sessions in a number of other international conferences : KES, NOLTA, SCIS, MDAI and collected many papers not only those from our groups but from throughout the world,
(3) In Fuzzy System Symposium 2004, 2005, and 2006 in Japan, we have organized special sessions in clustering. A major part of studies in clustering in Japan have been presented in these sessions.
(4) We have prepared a manuscript for a monograph in clustering and made a contract with Springer. We will publish this book in next year.
Finally, the research report was made that collects major part of our studies in the three years. Less

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (142 results)

All 2007 2006 2005 2004 Other

All Journal Article (142 results)

  • [Journal Article] A Regularization Approach to Fuzzy Clustering with Nonlinear Membership Weights2007

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 11・1

      Pages: 28-34

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Regression Analysis Considering Fuzzy Block Intercepts2007

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      International Symposium on Management Engineering 2007 (in press)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] A Regularization Approach to Fuzzy Clustering with Nonlinear Membership Weights2007

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.1

      Pages: 28-34

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Fuzzy c-Means for Data with Tolerance2006

    • Author(s)
      R.Murata, Y.Endo, H.Haruyama, S.Miyamoto
    • Journal Title

      Proc. Of MDAI2006, LNAI, Springer 3885

      Pages: 351-361

    • NAID

      130005034951

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On the use of variable-size fuzzy clustering for classificatio2006

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

      Proc. Of MDAI2006, LNAI, Springer 3885

      Pages: 362-371

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Family of Fuzzy and Defuzzified c-Means Algorithms2006

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

      Proc. Of CIMCA2005

      Pages: 170-175

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Image Clustering for the Exploration of Video Sequences2006

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

      Journal of American Society for Information Science and Technology 57・4

      Pages: 577-584

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Kernel methods for clustering : competitive learning and c-means2006

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

      International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14・4

      Pages: 481-493

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] On Fuzzy c-Means for Data with Tolerance2006

    • Author(s)
      R.Murata, Y.Endo, H.Haruyama, S.Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 10・5

      Pages: 673-681

    • NAID

      130005034951

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Fuzzy Local Independent Component Analysis with External Criteria and Its Application to Knowledge Discovery in Databases2006

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      International Journal of Approximate Reasoning 42・3

      Pages: 159-173

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering for Data with Tolerance Using Kernel Functions2006

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

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3641-3647

    • NAID

      130004672426

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Kernelized Cluster Validity Measures and Application to Evaluation of Different Clustering Algorithms2006

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

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3660-3666

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] L1-Norm based Fuzzv Clustering for Data with Tolerance2006

    • Author(s)
      Y.Endo, R.Murata, H.Toyoda, S.Miyamoto
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3667-3674

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Possibilistic and Fuzzy c-Means Clustering with Weighted Object2006

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

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4260-4265

    • NAID

      130004591390

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Local Independent Component Analysis with Fuzzy Clustering and Regression-Principal Component Analysis2006

    • Author(s)
      T.Maenaka, K.Honda, H.Ichihashi
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4248-4253

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Regularized Discriminant in the Setting of Fuzzy c-Means Classifier2006

    • Author(s)
      H.Ichihashi, K.Honda, T.Hattori
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4266-4271

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Generalized Fuzzy Cluster Loading Model2006

    • Author(s)
      M.Sato-Ilic, T.Shijo
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3654-3659

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Two Types of Fuzzy c-Means for Data with Tolerance2006

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

      Proc. of NOLTA2006

      Pages: 787-790

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Different Algorithms and Variations of Possibilistic Clustering2006

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

      Proc. of SCIS & ISIS2006

      Pages: 1655-1660

    • NAID

      130004672407

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Efficient Algorithms of Kernelized Hard c-Means Based on Cosine Correlation2006

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

      Proc. of SCIS & ISIS2006

      Pages: 1743-1746

    • NAID

      130004672424

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-means for data with tolerance on L1 space2006

    • Author(s)
      R.Murata, Y.Endo, H.Toyoda, S.Miyamoto
    • Journal Title

      Proc. of SCIS & ISIS2006

      Pages: 1747-1752

    • NAID

      130004672425

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering for Data with Tolerance Using Kernel Functions2006

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

      Proc. of SCIS & ISIS2006

      Pages: 1753-1756

    • NAID

      130004672426

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy clustering and classification : combining fuzzy partitions2006

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

      Proc. of SCIS & ISIS2006

      Pages: 1901-1906

    • NAID

      130004672457

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Switching Projection Pursuit Regression Using Local Independent Components2006

    • Author(s)
      K.Honda, T.Maenaka, H.Ichihashi, A.Notsu
    • Journal Title

      Proc. of SCIS & ISIS2006

      Pages: 1907-1911

    • NAID

      130004672458

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] ROC Analysis of FCM Classifier With Cauchy Weight2006

    • Author(s)
      H.Ichihashi, K.Honda, F.Matsuura
    • Journal Title

      Proc. of SCIS & ISIS2006

      Pages: 1912-1917

    • NAID

      130004672459

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Visualization of the Document Data in a Information Retrieval Clustering Model2006

    • Author(s)
      H.Haruyama, Y.Endo
    • Journal Title

      Proc. of SCIS & ISIS2006

      Pages: 1763-1766

    • NAID

      130004672428

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Kernel Clustering based on Relation of Fuzzy Classification Structures2006

    • Author(s)
      T.Kuwata, M.Sato-Ilic
    • Journal Title

      Proc. of SCIS & ISIS2006

      Pages: 1757-1762

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Nonparametric Fisher Kernel Using Fuzzy Clustering2006

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

      Lecture Notes in Artificial Intelligence 4252

      Pages: 78-85

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Postsupervised Hard c-Means Classifier2006

    • Author(s)
      H.Ichihashi, K.Honda, A.Notsu
    • Journal Title

      Lecture Notes in Artificial Intelligence 4259

      Pages: 918-927

    • NAID

      130004591386

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Several Formulations for Graded Possibilistic Approach to Fuzzy Clustering2006

    • Author(s)
      K.Honda, H.Ichihashi, A.Notsu, F.Masulli, S.Rovetta
    • Journal Title

      Lecture Notes in Artificial Intelligence 4259

      Pages: 939-948

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Classification and Clustering : A Perspective toward Risk Mining2006

    • Author(s)
      Sadaaki Miyamoto
    • Journal Title

      Proc. of ICDM2006 Workshop on Risk Mining (RM2006)

      Pages: 1-6

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Fuzzy c-Means for Data with Tolerance2006

    • Author(s)
      R.Murata, Y.Endo, H.Haruyama, S.Miyamoto
    • Journal Title

      Proc.of MDAI2006, Springer LNCS3885

      Pages: 351-361

    • NAID

      130005034951

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On the use of variable-size fuzzy clustering for classification2006

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

      Proc.of MDAI2006, Springer LNCS3885

      Pages: 362-371

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Family of Fuzzy and Defuzzified c-Means Algorithms2006

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

      Proc.of CIMCA2005

      Pages: 170-175

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Image Clustering for the Exploration of Video Sequences2006

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

      J.of American Soc.for Inform.Sci. and Tech. Vol.57, No.4

      Pages: 577-584

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel methods for clustering : competitive learning and c-means2006

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

      International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems Vol.14, No.4

      Pages: 481-493

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Fuzzy c-Means for Data with Tolerance2006

    • Author(s)
      R.Murata, Y.Endo, H.Haruyama, S.Miyamoto
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.10, No.5

      Pages: 673-681

    • NAID

      130005034951

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy Local Independent Component Analysis with External Criteria and Its Application to Knowledge Discovery in Databases2006

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      International Journal of Approximate Reasoning Vol.42, No.3

      Pages: 159-173

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering for Data with Tolerance Using Kernel Functions2006

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

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3641-3647

    • NAID

      130004672426

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernelized Cluster Validity Measures and Application to Evaluation of Different Clustering Algorithms2006

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

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3660-3666

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] L1-Norm based Fuzzy Clustering for Data with Tolerance2006

    • Author(s)
      Y.Endo, R.Murata, H.Toyoda, S.Miyamoto
    • Journal Title

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3667-3674

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Possibilistic and Fuzzy c-Means Clustering with Weighted Objects2006

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

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4260-4265

    • NAID

      130004591390

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Local Independent Component Analysis with Fuzzy Clustering and Regression-Principal Component Analysis2006

    • Author(s)
      T.Maenaka, K.Honda, H.Ichihashi
    • Journal Title

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4248-4253

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Regularized Discriminant in the Setting of Fuzzy c-Means Classifier2006

    • Author(s)
      H.Ichihashi, K.Honda, T.Hattori
    • Journal Title

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 4266-4271

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Generalized Fuzzy Cluster Loading Model2006

    • Author(s)
      M.Sato-Ilic, T.Shijo
    • Journal Title

      Proc.of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3654-3659

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Two Types of Fuzzy c-Means for Data with Tolerance2006

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

      Proc.of NOLTA2006

      Pages: 787-790

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Different Algorithms and Variations of Possibilistic Clustering2006

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

      Proc.of SCIS & ISIS 2006

      Pages: 1655-1660

    • NAID

      130004672407

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Efficient Algorithms of Kernelized Hard c-Means Based on Cosine Correlation2006

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

      Proc.of SCIS & ISIS 2006

      Pages: 1743-1746

    • NAID

      130004672424

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-means for data with tolerance on L1 space2006

    • Author(s)
      R.Murata, Y.Endo, H.Toyoda, S.Miyamoto
    • Journal Title

      Proc.of SCIS & ISIS 2006

      Pages: 1747-1752

    • NAID

      130004672425

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering for Data with Tolerance Using Kernel Functions2006

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

      Proc.of SCIS & ISIS 2006

      Pages: 1753-1756

    • NAID

      130004672426

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy clustering and classification : combining fuzzy partitions2006

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

      Proc.of SCIS & ISIS 2006

      Pages: 1901-1906

    • NAID

      130004672457

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Switching Projection Pursuit Regression Using Local Independent Components2006

    • Author(s)
      K.Honda, T.Maenaka, H.Ichihashi, A.Notsu
    • Journal Title

      Proc.of SCIS & ISIS 2006

      Pages: 1907-1911

    • NAID

      130004672458

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ROC Analysis of FCM Classifier With Cauchy Weight2006

    • Author(s)
      H.Ichihashi, K.Honda, F.Matsuura
    • Journal Title

      Proc.of SCIS & ISIS 2006

      Pages: 1912-1917

    • NAID

      130004672459

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Visualization of the Document Data in a Information Retrieval Clustering Model2006

    • Author(s)
      H.Haruyama, Y.Endo
    • Journal Title

      Proc.of SCIS & ISIS 2006

      Pages: 1763-1766

    • NAID

      130004672428

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel Clustering based on Relation of Fuzzy Classification Structures2006

    • Author(s)
      T.Kuwata, M.Sato-Ilic
    • Journal Title

      Proc.of SCIS & ISIS 2006

      Pages: 1757-1762

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Nonparametric Fisher Kernel Using Fuzzy Clustering2006

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

      Proc.of KES 2006 LNAI4252

      Pages: 78-85

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Postsupervised Hard c-Means Classifier2006

    • Author(s)
      H.Ichihashi, K.Honda, A.Notsu
    • Journal Title

      Proc.of RSCTC2006 LNAI4259

      Pages: 918-927

    • NAID

      130004591386

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Several Formulations for Graded Possibilistic Approach to Fuzzy Clustering2006

    • Author(s)
      K.Honda, H.Ichihashi, A.Notsu, F.Masulli, S.Rovetta
    • Journal Title

      Proc.of RSCTC2006 LNAI4259

      Pages: 939-948

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Classification and Clustering : A Perspective toward Risk Minings2006

    • Author(s)
      S.Miyamoto
    • Journal Title

      Proc.of ICDM2006 Workshop on Risk Mining (RM2006) (CD-ROM)

      Pages: 1-5

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] L1-Norm based Fuzzy Clustering for Data with Tolerance2006

    • Author(s)
      Y.Endo, R.Murata, H.Toyoda, S.Miyamoto
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3667-3674

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Fuzzy K-Nearest Neighbor and its Application to Recognize of the Driving Environment2006

    • Author(s)
      K.Toduka, Y.Endo
    • Journal Title

      Proc. of 2006 IEEE International Conference on Fuzzy Systems

      Pages: 3648-3653

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Fuzzy c-Means Clustering for Data with Tolerance Using Kernel Functions2006

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

      Proc. of SCIS & ISIS2006

      Pages: 1753-1756

    • NAID

      130004672426

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Classification and Clustering : A Parsoective toward Risk Mining2006

    • Author(s)
      Sadaaki Miyamoto
    • Journal Title

      Proc. of ICDM2006 Workshop on Risk Mining (RM2006)

      Pages: 1-6

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Algorithms of Nonlinear Document Clustering based on Fuzzy Multiset Model2006

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      International Journal of Intelligent Systems (to appear)

    • NAID

      120007138888

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Image Clustering for the Exploration of Video Sequence2006

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

      Journal of American Society for Information Science and Technology (in press)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] カーネル関数を利用したLVQクラスタリングとSOM2005

    • Author(s)
      井口亮, 宮本定明
    • Journal Title

      日本知能情報ファジィ学会誌 17・1

      Pages: 88-94

    • NAID

      110002696379

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Exploration of textual document archives using a fuzzy hierarchical clustering algorithm in the GAMBAL system2005

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

      Information Processing and Management 41・3

      Pages: 587-598

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Formulations of Fuzzy Clustering for Categorical Data2005

    • Author(s)
      K.Umayahara, S.Miyamoto, W Nakamori
    • Journal Title

      International Journal of Innovative Computing, Information and Control 1・1

      Pages: 83-94

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] カーネル関数を用いた階層的クラスタリング2005

    • Author(s)
      春山秀幸, 遠藤靖典, 大久保貴義
    • Journal Title

      日本知能情報ファジィ学会誌 17・4

      Pages: 459-467

    • NAID

      110003239772

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      IEEE Transactions on Fuzzy Systems 13

      Pages: 508-516

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ファジィクラスタリングにおけるファジィネスとロバストネス-正則化,ロバスト化とIRLS -2005

    • Author(s)
      市橋秀友, 本多克宏
    • Journal Title

      日本知能情報ファジィ学会誌 17

      Pages: 392-397

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel-based Fuzzy Competitive Learning Clustering2005

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 636-639

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Algorithms for Clustering Terras in Document Set Based on Fuzzy Neighborhoods2005

    • Author(s)
      S.Miyamoto, E.Kataoka
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 979-984

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Fuzzy Clustering based Self-Organized Methods2005

    • Author(s)
      M.Sato-Ilic, T.Kuwata
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 973-978

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust PCA with Intra-Sample Outlier Process Based on Fuzzy Mahalanobis Distances and Noise Clustering2005

    • Author(s)
      H.Ichihashi, K.Honda, N.Wakami
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 640-645

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] FCM Clustering from the View Point of Iteratively Reweighted Least Squares2005

    • Author(s)
      H.Ichihashi, K.Honda
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 873-878

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Graded Possibilistic Approach to Variable Selection in Linear Fuzzy Clustering2005

    • Author(s)
      K.Honda, H.Ichihashi, F.Masulli, S.Rovetta
    • Journal Title

      Proc. of FUZZ-IEEE2005

      Pages: 985-990

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Possibilistic approach to kernel-based fuzzy c-means clustering with entropy regularization2005

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      Proc. of MDAI2005, LNAI, Springer 3558

      Pages: 144-155

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-means clustering in the presence of noise cluster for time series analysis2005

    • Author(s)
      A.C.Alanzado, S.Miyamoto
    • Journal Title

      Proc. of MDAI2005, LNAI, Springer 3558

      Pages: 156-163

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A New Approach to Fuzzification of Memberships in Cluster Analysis2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc. of MDAI2005, LNAI, Springer 3558

      Pages: 172-182

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel conmetitive learnine networks2005

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

      Proc. of MDAI2005 (CD-ROM)

      Pages: 1-9

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On-line Learning Approach to Kernel Fuzzy LVQ2005

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

      Proc. of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 484-487

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Combination of Fuzzy c-Means and Back Propagation Neural Network in the Presence of Noise Cluster2005

    • Author(s)
      A.C.Alanzado, S.Miyamoto
    • Journal Title

      Proc. of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 488-492

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Visualization of The Kernel Hierarchical Clustering Using Discriminant Analysis2005

    • Author(s)
      H.Haruyama, Y.Endo
    • Journal Title

      Proc. of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 480-483

    • NAID

      130005034962

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Defuzzified Clustering Algorithms Derived from the Method of Entropy-Based Fuzzy c-Means2005

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

      Proc. of 2005 IEEE International Conference on Systems, Man, and Cybernetics

      Pages: 3221-3225

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] LVQ clustering and SOM using kernel functions2005

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

      Journal of Japan Society for Fuzzy Theory and Applications Vol.17, No.1

      Pages: 88-94

    • NAID

      110002696379

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Exploration of textual document archives using a fuzzy hierarchical clustering algorithm in the GAMBAL system2005

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

      Information Processing and Management Vol.41, No.3

      Pages: 587-598

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Formulations of Fuzzy Clustering for Categorical Data2005

    • Author(s)
      K.Umayahara, S.Miyamoto, Y Nakamori
    • Journal Title

      International Journal of Innovative Computing, Information and Control Vol.1, No.1

      Pages: 83-94

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Agglomerative clustering using kernel functions2005

    • Author(s)
      H.Haruyama, Y.Endo, T.Okubo
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Applications Vol.17, No.4

      Pages: 459-467

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      IEEE Transactions on Fuzzy Systems Vol.13

      Pages: 508-516

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzziness and robustness in fuzzy clustering2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Applications Vol.17

      Pages: 392-397

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel-based Fuzzy Competitive Learning Clustering2005

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      Proc.of FUZZ-IEEE2005

      Pages: 636-639

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Algorithms for Clustering Terms in Document Set Based on Fuzzy Neighborhoods2005

    • Author(s)
      S.Miyamoto, E.Kataoka
    • Journal Title

      Proc.of FUZZ-IEEE2005

      Pages: 979-984

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Fuzzy Clustering based Self-Organized Methods2005

    • Author(s)
      M.Sato-Ilic, T.Kuwata
    • Journal Title

      Proc.of FUZZ-IEEE2005

      Pages: 973-978

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust PCA with Intra-Sample Outlier Process Based on Fuzzy Mahalanobis Distances and Noise Clustering2005

    • Author(s)
      H.Ichihashi, K.Honda, N.Wakami
    • Journal Title

      Proc.of FUZZ-IEEE2005

      Pages: 640-645

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] FCM Clustering from the View Point of Iteratively Reweighed Least Squares2005

    • Author(s)
      H.Ichihashi, K.Honda
    • Journal Title

      Proc.of FUZZ-IEEE2005

      Pages: 873-878

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Possibilistic approach to kernel-based fuzzy c-means clustering with entropy regularization2005

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      Proc.of MDAI2005 LNAI 3558

      Pages: 144-155

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-means clustering in the presence of noise cluster for time series analysis2005

    • Author(s)
      A.C.Alanzado, S.Miyamoto
    • Journal Title

      Proc.of MDAI2005 LNAI 3558

      Pages: 156-163

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A New Approach to Fuzzification of Memberships in Cluster Analysis2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc.of MDAI2005 LNAI 3558

      Pages: 172-182

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Kernel competitive learning networks2005

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

      Proc.of MDAI2005 (CD-ROM)

      Pages: 1-9

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On-line Learning Approach to Kernel Fuzzy LVQ2005

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

      Proc.of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 484-487

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Combination of Fuzzy c-Means and Back Propagation Neural Network in the Presence of Noise Cluster2005

    • Author(s)
      A.C.Alanzado, S.Miyamoto
    • Journal Title

      Proc.of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 488-492

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Visualization of The Kernel Hierarchical Clustering Using Discriminant Analysis2005

    • Author(s)
      H.Haruyama, Y.Endo
    • Journal Title

      Proc.of 2005 International Symposium on Advanced Intelligent Systems

      Pages: 480-483

    • NAID

      130005034962

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Defuzzified Clustering Algorithms Derived from the Method of Entropy-Based Fuzzy c-Means2005

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

      Proc.of 2005 IEEE International Conference on Systems, Man, and Cybernetics

      Pages: 3221-3225

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Possibilistic approach to kernel-based fuzzy c-means clstering with entropy regularization2005

    • Author(s)
      K.Mizutani, S.Miyamoto
    • Journal Title

      Modeling Decisions for Artificial Intelligence 2005,Lecture Notes in Artificial Intelligence 3558

      Pages: 144-155

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ファジィクラスタリングにおけるファジィネスとロバストネス---正則化,ロバスト化とIRLS---2005

    • Author(s)
      市橋秀友, 本多克宏
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17,4

      Pages: 392-397

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A New Approach to Fuzzification of Memberships in Clster Analysis2005

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Modeling Decisions for Artificial Intelligence 2005,Lecture Notes in Artificial Intelligence 3558

      Pages: 172-182

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Proposal for New Clustering : Framework of Dynamic Clustering and Some Options2005

    • Author(s)
      Y.Endo, H.Iwata
    • Journal Title

      Modeling Decisions for Artificial Intelligence 2005,Lecture Notes in Artificial Intelligence 3558

      Pages: 183-193

    • Related Report
      2005 Annual Research Report
  • [Journal Article] カーネル関数を利用したLVQクラスタリングとSOM2005

    • Author(s)
      井口亮, 宮本定明
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17・1(in press)

    • NAID

      110002696379

    • Related Report
      2004 Annual Research Report
  • [Journal Article] カーネル関数を用いた階層的クラスタリング2005

    • Author(s)
      春山 秀幸, 遠藤 靖典
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17(in press)

    • NAID

      110003239772

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A Family of Hard Clustering Algorithms Derived from the Entropy Regularization Method2004

    • Author(s)
      T.Yasukouchi, S.Miyamoto
    • Journal Title

      Proc. of International Workshop on Fuzzy Systems & Innovational ComDUtine : 2004 (FIC2004)

      Pages: 374-377

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Formulations of Fuzzy Clustering for Categorical Data2004

    • Author(s)
      K.Umayahara, S.Miyamoto, Y.Nakamori
    • Journal Title

      Proc. of International Workshop on Fuzzy Systems & Innovational Computing 2004 (FIC2004)

      Pages: 344-349

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Dynamic Clustering Using Interaction Power between Data2004

    • Author(s)
      Y.Endo, H.Iwata
    • Journal Title

      Proc. of International Workshop on Fuzzy Systems & Innovational Computing 2004 (FIC2004)

      Pages: 350-355

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] LVQ Clustering and SOM Using a Kernel Function2004

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

      Proc. of FUZZ-IEEE 2004 (CD-ROM)

      Pages: 1-4

    • NAID

      110002696379

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Some Hierarchical Clustering Algorithms Using Kernel Functions2004

    • Author(s)
      Y.Endo, H.Haruyama, T.Okubo
    • Journal Title

      Proc. of FUZZ-IEEE 2004 (CD-ROM)

      Pages: 1-4

    • NAID

      110002702785

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy multiset model and methods of nonlinear document clustering for information retrieval2004

    • Author(s)
      S.Miyamoto, K.Mizutani
    • Journal Title

      Proc. Of MDAI2004, LNAI, Springer 3131

      Pages: 273-283

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Nonlinear classification by fuzzy clustering and related techniques2004

    • Author(s)
      S.Miyamoto
    • Journal Title

      Proc. Of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-4

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Extension of K-Nearest Neighbor Classification Using Fuzzy Relation2004

    • Author(s)
      R.Murata, Y.Endo, S.Miyamoto
    • Journal Title

      Proc. Of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-6

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] LVQ Clustering and SOM Based on Inner Product by using a Kernel Function2004

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

      Proc. Of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-4

    • Description
      「研究成果報告書概要(和文)」より
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      2006 Final Research Report Summary
  • [Journal Article] Controlling Cluster Volume Sizes in Fuzzy c-Means Clustering2004

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      S.Miyamoto, N.Kurosawa
    • Journal Title

      Proc. Of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-6

    • Description
      「研究成果報告書概要(和文)」より
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  • [Journal Article] Noise Fuzzy Clustering in Kernel Feature Spaces for Robust PCA2004

    • Author(s)
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    • Journal Title

      Proc. Of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-6

    • Description
      「研究成果報告書概要(和文)」より
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      2006 Final Research Report Summary
  • [Journal Article] Fuzzy Clustering based Weighted Principal Component Analysis for Interval-Valued Data Considering Uniqueness of Clusters2004

    • Author(s)
      M.Sato-Ilic
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      IEEE International Conference on Systems, Man and Cybernetics

      Pages: 2297-2302

    • Description
      「研究成果報告書概要(和文)」より
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      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering of Mixed Databases Including Numerical and Nominal Variables2004

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc. of 2004 IEEE Conference on Cybernetics and Intelligent Systems

      Pages: 557-561

    • Description
      「研究成果報告書概要(和文)」より
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      2006 Final Research Report Summary
  • [Journal Article] Robust PCA with Intra-sample Outlier Process Using Noise Fuzzy Clustering2004

    • Author(s)
      H.Ichihashi, K.Honda
    • Journal Title

      Proc. of the 5th International Conference on Recent Advances in Soft Computing

      Pages: 648-653

    • Description
      「研究成果報告書概要(和文)」より
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  • [Journal Article] Linear Fuzzy Clustering with Elimination of Unnecessary Variables2004

    • Author(s)
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      Proc. of the International Symposium on Computational Intelligence and Industrial Applications 2004 (CD-ROM)

      Pages: 1-5

    • Description
      「研究成果報告書概要(和文)」より
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  • [Journal Article] A Family of Hard Clustering Algorithms Derived from the Entropy Regularization Method2004

    • Author(s)
      T.Yasukouchi, S.Miyamoto
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      Proc.of International Workshop on Fuzzy Systems & Innovational Computing 2004 FIC2004

      Pages: 374-377

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] Formulations of Fuzzy Clustering for Categorical Data2004

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      Proc.of International Workshop on Fuzzy Systems & Innovational Computing 2004 FIC2004

      Pages: 344-349

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] On Dynamic Clustering Using Interaction Power between Data2004

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      Proc. of International Workshop on Fuzzy Systems & Innovational Computing 2004 FIC2004

      Pages: 350-355

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] Fuzzy multiset model and methods of nonlinear document clustering for information retrieval2004

    • Author(s)
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    • Journal Title

      Proc. of MDAI2004 LNAI3131

      Pages: 273-283

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] Nonlinear classification by fuzzy clustering and related techniques2004

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    • Journal Title

      Proc.of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-4

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] Extension of K-Nearest Neighbor Classification Using Fuzzy Relation2004

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      Proc.of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-6

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] LVQ Clustering and SOM Based on Inner Product by using a Kernel Function2004

    • Author(s)
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    • Journal Title

      Proc.of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-4

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
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  • [Journal Article] Controlling Cluster Volume Sizes in Fuzzy c-Means Clustering2004

    • Author(s)
      S.Miyamoto, N.Kurosawa
    • Journal Title

      Proc.of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-4

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Noise Fuzzy Clustering in Kernel Feature Spaces for Robust PCA2004

    • Author(s)
      H.Ichihashi, K.Honda
    • Journal Title

      Proc.of SCIS & ISIS 2004 (CD-ROM)

      Pages: 1-6

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy Clustering based Weighted Principal Component Analysis for Interval-Valued Data Considering Uniqueness of Clusters2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      IEEE International Conference on Systems, Man and Cybernetics}

      Pages: 2297-2302

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy c-Means Clustering of Mixed Databases Including Numerical and Nominal Variables2004

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc.of 2004 IEEE Conference on Cybernetics and Intelligent Systems

      Pages: 557-561

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust PCA with Intra-sample Outlier Process Using Noise Fuzzy Clustering2004

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc.of the 5th International Conference on Recent Advances in Soft Computing

      Pages: 648-653

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Linear Fuzzy Clustering with Elimination of Unnecessary Variables2004

    • Author(s)
      K.Honda, H.Ichihashi
    • Journal Title

      Proc.of the International Symposium on Computational Intelligence and Industrial Applications 2004 (CD-ROM)

      Pages: 1-5

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fuzzy multiset model and methods of nonlinear document clustering for information retrieval2004

    • Author(s)
      S.Miyamoto, K.Mizutani
    • Journal Title

      Lecture Notes in Artificial Intelligence 3131

      Pages: 273-283

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  • [Journal Article] Weighted Principal Component Analysis based on Fuzzy Clustering2004

    • Author(s)
      M.Sato-Ilic
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      Scientiae Mathematicae Japonicae 10

      Pages: 359-368

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  • [Journal Article] Regression Analysis Considering Fuzzy Block Intercepts

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      M.Sato-Ilic
    • Journal Title

      International Symposium on Management Engineering, 2007 (in press)

    • Description
      「研究成果報告書概要(欧文)」より
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  • [Journal Article] Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models

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    • Journal Title

      IEEE Transactions on Fuzzy Systems (in press)

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Published: 2004-04-01   Modified: 2016-04-21  

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