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2000 Fiscal Year Final Research Report Summary

Nonlinear Data Analysis with Algebraic Curve Fitting

Research Project

Project/Area Number 09480048
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionHOKKAIDO UNIVERSITY

Principal Investigator

MIZUTA Masahiro  Hokkaido Univ., Center for Inf. and Multimedia Studies, Prof., 情報メディア教育研究総合センター, 教授 (70174026)

Co-Investigator(Kenkyū-buntansha) SUZUKAWA Akio  Obihiro Univ.Agriculture and Veterinary Medicine, Asso.Prof., 畜産学部, 助教授 (00277287)
MURAI Tetuya  Hokkaido Univ., Grad.School of Eng., Asso.Prof., 大学院・工学研究科, 助教授 (90201805)
SATO Yoshiharu  Hokkaido Univ., Grad.School of Eng., Prof., 大学院・工学研究科, 教授 (80091461)
IMAI Hideyuki  Hokkaido Univ., Grad.School of ENG., Assoc.Prof., 大学院・工学研究科, 助教授 (10213216)
MINAMI Hiroyuki  Hokkaido Univ., Center for Inf. and Multimedia Studies, Assoc.Prof., 助教授 (80261395)
Project Period (FY) 1997 – 2000
KeywordsImplicit Function / Multivariate Data Analysis / Data Mining / Latent Structure / Curve Fitting / Sliced Inverse Regression Analysis / Principal Points / Generalized Principal Components Analysis
Research Abstract

The aim of the research is to construct a series of methods for nonlinear data analysis. Data analysis methods with algebraic curve fitting are fundamental methods in the research. We had studied algebraic curve fitting at first. We developed an algorithm to derive the exact distance between a point and algebraic curve. A method for finding an algebraic curve structures in data is proposed. According to the progress of the research, we also study Generalized Principal Components Analysis and Principal Curves. For related data analysis methods, Sliced Inverse Regression, Functional Data Analysis and Principal Points are studied. Sliced Inverse Regression with Projection Pursuit is proposed and numerical examples show the advantages of the proposed method. A method of nonlinear functional regression analysis is developed.

  • Research Products

    (119 results)

All Other

All Publications (119 results)

  • [Publications] 小山一人,水田正弘,佐藤義治: "データの曲線構造を表現する陰関数の導出法,"応用統計学,. 25・3. 89-104 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 水田正弘,垂水共之: "動的な対散布図のLisp-Statによる実現"統計数理. 45・1. 13-22 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Akio Suzukawa: "Statistical inference in canonical correlation analysis with linear constraints"Jounal of the Japan Statistical Society. 27・1. 93-107 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masahiro MIZUTA: "Rasterizing Algebraic Curves and Surfaces in the Space with Exact Distances,"Progress in Connectionist-Based Information Systems. 551-554 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masahiro MIZUTA: "Parameterization of Bounded Algebraic Curves for Fitting to Multidimensional Data,"Proceedings of The Ninth Korea and Japan Joint Conference of Statistics. 273-278 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Nobuo Shimizu,Masahiro MIZUTA & Yoshiharu Sato: "Some Properties of Principal Points in Normal Distribution"Proceedings of The Ninth Korea and Japan Joint Conference of Statistics. 257-262 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Hiroyuki MINAMI,Masahiro MIZUTA & Yoshiharu SATO: "Toward 'Object-Oriented' Data Analysis System"Proceedings of The Ninth Korea and Japan Joint Conference of Statistics. 186-191 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masahiro MIZUTA: "Algebraic Curve and Surface Fitting to Multidimensional Data,"Proceedings of IEEE International Conference on Systems, Man and Cybernetics. 52-57 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Akio Suznkawa,Hideyuki IMAI & Yoshiharu Sato: "On the maximum likelihood estimation under random censorship,"The sixth China-Japan symposium on statistics. 199-202 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masahiro MIZUTA: "Bounded Algebraic Curve Fitting for Multidimensional Data Using the Least-Squares Distance"Data Science, Classification, and Related Methods, Springer. 610-616 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Masahiro MIZUTA,Hiroyuki MINAMI: "Visual Manipulation Environment for Data Analysis System"Data Science, Classification, and Related Methods, Springer. 625-631 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Sliced Inverse Regression with Projection Pursuit"Proceedings of the IX International Symposium on Applied Stochastic Models and Data Analysis. 51-56 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山本義郎,南弘征,水田正弘,佐藤義治: "動的な対散布図のJavaによる実装について"計算機統計学. 11.2. 113-119 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 村井哲也: "ラフ集合と様相論理,データ・マイニング"計算機統計学. 11.2. 103-111 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 工藤康生,村井哲也,伊藤惇: "可能性理論における信念更新の定式化"日本ファジィ学会誌. 11.4. 640-649 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 工藤康生,村井哲也,伊藤惇: "順序を持つ矢印の様相論理に基づく信念更新の論理的表現"人工知能学会誌. 15.2. 339-347 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,M.Nakata,and M.Shimbo: "Generation of Tables Including Uncertain Data in Databases from the Viewpoint of Approximation in Rough Set Theory"Proceedings of International Workshop on Soft Computing in Industry. 319-324 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] G.Resconi,T.Murai,and M.Nakata: "Generation of an Accessible Relation under a Given Data n the Possible-Worlds Framework"Proceedings of the Eighth World Congress of the International Fuzzy Systems Associations. 87-91 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai and H.Thiele: "On an Interpretation of Some Real-Valued Logics by Means of Probability Theory"Proceedings of the Eighth World Congress of the International Fuzzy Systems Associations. 156-160 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Kudo,T.Murai,and T,Da-te: "Iterated Belief Update Based on Ordinal Conditional Functions"Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. 526-529 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] A.Kitada,T.Murai,and Y.Sato: "A Data Structure for Dynamic Data Mining"Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. 530-533 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Sekiya N.Taneichi,and H.Imai: "A power approximation of the test of independence in s x r contingency tables based on a normalizing transformation"Journal of the Japanese Society of Computational Statistics. 11.1. 65-77 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 田中章,今井英幸,宮腰政明: "2次形式不等式制約を用いた射影フィルタによる画像復元"電子情報通信学会論文誌D-II. J82-D-II,3. 415-421 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Imai,A.Tanaka,and M.Miyakoshi: "The family of regularized pamametric projection filters for digital image restoration"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E82-A(3). 527-534 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Sekiya,N.Taneichi,and H.Imai: "A power approximation for multinomial goodness-of-fit test based on a normalizing transformation"Journal of the Japan Statistical Society. 29.1. 79-87 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,H.Kanemitsu,and M.Shimbo: "Fuzzy Sets and Binary-Proximity-Based Rough Sets"Information Sciences. Vol.104 No1/2. 49-80 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Kudo,T.Murai,and T.Da-te: "The Correspondence of Belief Changes in Logical Settings and the Possibilistic Framework."Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. Vol.2. 221-229 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,M.Nakata,and M.Shimbo: "Generaion of Accessible Worlds under Available Information"Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. Vol.2. 236-242 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakata,G.Resconi,and T.Murai: "On the Treatment of Imperfect Information in Intelligent Databases"Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. Vol.3. 168-176 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Imai,A.Tanaka,and M.Miyakoshi.: "A Method of Identifying Influential Data in Fuzzy Clustering"IEEE Transactions on Fuzzy Systems.. 6・1. 90-101 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] N.Taneichi,Y.Sekiya,and H.Imai: "A Power Approximation of the Test of Homogeneity for Multinomial Populations Based on a Normalizing Transformation."Communications in Statistics. 27・7. 1677-1693 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Imai,K.Kikuchi,and M.Miyakoshi: "Unattainable solutions of a fuzzy relation equation"Fuzzy Sets and Systems. 99・2. 193-196 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 水田正弘,佐藤義治: "多次元尺度構成法における動的な表示法について"計算機統計学. 10・1. 63-67 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 清水信夫,水田正弘,佐藤義治: "Principal Pointsの性質について"応用統計学. 27・1. 1-16 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 村木千恵,大瀧慈,水田正弘: "主要点解析法による極東夏期天気図の分類"応用統計学. 27・1. 17-31 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Two Principal Points of Symmetric Distributions"Advance in Data Science and Classification. 1. 171-176 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 小山一人,森田光,水田正弘,佐藤義治: "3次元空間への射影追跡"行動計量学. 25・1. 1-9 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Finding Nonlinear Structures of Multidimensional Data with Implicit Functions."Proceedings of the 3rd Conference on Statistical Computing, Asian Regional Section (ARS), International Association for Statistical Computing. 1. 277-288 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta,and H.Minami: "An Algorithm with Projection Pursuit for Sliced Inverse Regression Model"Data Analysis, Classfication, and Related Methods, Springer. 255-260 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Sato: "An Autonomous Clustering Technique"Data Analysis, Classfication, and Related Methods, Springer. 23-28 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] G.Resconi,T.Murai,and M.Shimbo: "Field Theory and Modal Logic by Semantic Fields to Make Uncertainty Emerge from Information"International Journal of General Systems. 29(5). 737-782 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,M.Nakata,and M.Shimbo: "Modal Logic, Rough Sets, and Fuzzy Sets"Softcomputing for Human-centered Machines, Springer. 35-55 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 清水信夫,水田正弘,佐藤義治: "Principal Pointsの対称性に関する定理について"計算機統計学. 12(1). 45-53 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 下川真由子,水田正弘,佐藤義治: "関数データ解析における関数回帰分析の拡張"応用統計学. 29(1). 27-39 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 田中章,今井英幸,宮腰政明: "ノルム拘束に基づくパラメトリック射影フィルタ族の正則化"電子情報通信学会論文誌A. Vol.J83-A,No.6. 812-820 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 南弘征,山本義郎,水田正弘,森裕一,栗原考次,馬場康維、垂水共之: "インターネットを介した統計パネル討論の試行"計算機統計学. 12(2). 137-143 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Multidimensional Scaling for Time-Dependent Data"Proceedings of 7th International Conference on Neural Information Processing. 1. 646-650 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Minami,Y.Komiya,and M.Mizuta: "A Parallel Implementation for the Bootstrap"Proceedings of 7th International Conference on Neural Information Processing. 2. 1078-1082 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Functional Multidimensional Scaling"Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 77-82 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Kawane,Y.Komiya,and M.Mizuta: "Cluster Analysis with Parallel Virtual Machine"Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 101-106 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Minami,and M.Mizuta: "Empirical Study of Parallel Data Analysis"Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 131-136 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,and M.Shimbo: "Fuzzy Interval Logic from a Point of View of Measure-Based Semantics for Modal Logic"Proceedings of the Fourth Asian Fuzzy Systems Symposium. 84-88 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,and Y.Sato: "Association Rules from a Point of View of Model Logic and Rough Sets"Proceedings of the Fourth Asian Fuzzy Systems Symposium. 427-432 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Kudo,H.Imai,T.Murai,and M.Shimbo: "An MDL-Based Classifier for Multidimensional Space"Proceeding of the Fourth World Multiconference on Systemics, Cybernetics, and Informatics. 498-503 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Murai,M.Kudo,and Y.Sato: "Discovery of Association Rules and Rough-Set-Based Concept Learning"Proceeding of the Fourth World Multiconference on Systemics, Cybernetics, and Informatics. 504-508 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Mizuta: "Rasterizing Algebraic Curves and Surfaces in the Space with Exact Distances."Progress in Connectionist-Based Information Systems, Springer. 551-554 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Suzukawa: "Statistical Inference in a Canonical Correlation Analysis with Linear Constraints."Journal of the Japan Statistical Society. 27(1). 93-107 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakata, G.Resconi, and T.Murai: "Handling Imperfection in Databases : A Modal Logic Approach."Database and Expert Systems Applications, Lecture Notes in Computer Science, Springer. 613-622 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Imai, A.Tanaka, and M.Miyakoshi: "The Family of Parametric Projection Filters and its Properties for Perturbation."IEICE Transactions on Information and Systems. E80-D(8). 788-794 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Bounded Algebraic Curve Fitting for Multidimensional Data using the Least-Squares Distance."Data Science, Classification, and Related Methods, Springer. 610-616 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta, and H.Minami: "Visual Manipulation Environment for Data Analysis System."Data Science, Classification, and Related Methods, Springer. 625-631 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Two Principal Points of Symmetric Distributions"Advance in Data Science and Classification, Springer. 171-176 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Imai, A.Tanaka, and M.Miyakoshi: "A Method of Identifying Influential Data in Fuzzy Clustering"IEEE Transactions on Fuzzy Systems. 6(1). 90-101 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, H.Kanemitsu, and M.Shimbo: "Fuzzy Sets and Binary-Proximity-Based Rough Sets"Information Sciences. 104(1/2). 49-80 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Sliced Inverse Regression with Projection Pursuit"Applied Stochastic Models and Data Analysis-Quantitative Methods in Business and Industry Society-. 51-56 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Ushizawa, Y.Sato, and T.Sugiyama: "Nonparametric Test for Equality of Intermediate Latent Roots in Non-normal Distribution."Journal of the Japanese Society of Computational Statistics. 11(1). 9-23 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Imai, A.Tanaka, and M.Miyakoshi: "The Family of Regularized Parametric Projection Filters for Digital Image Restoration"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E82-A(3). 527-534 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta, and H.Minami: "An Algorithm with Projection Pursuit for Sliced Inverse Regression Model."Data Analysis, Classification, and Related Methods, Springer. 255-260 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Sato: "An Autonomous Clustering Technique."Data Analysis, Classification and Related Methods, Springer. 23-28 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, and M.Shimbo: "Field Theory and Modal Logic by Semantic Fields to Make Uncertainty Emerge from Information."International Journal of General Systems. 29(5). 737-782 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, M.Nakata, and M.Shimbo.: "Modal Logic, Rough Sets, and Fuzzy Set."Softcomputing for Human-centered Machines, Springer. 35-55 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Parameterization of Bounded Algebraic Curves for Fitting to Multidimensional Data."Proceedings of The Ninth Korea and Japan Joint Conference of Statistics : Multivariate Analysis and Computing. 273-278 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] N.Shimizu, M.Mizuta, and Y.Sato: "Some Properties of Principal Points for Normal Distribution"Proceedings of The Ninth Korea and Japan Joint Conference of Statistics : Multivariate Analysis and Computing. 257-262 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Minami, M.Mizuta, and Y.Sato: "Toward 'Object-Oriented' Data Analysis System"Proceedings of The Ninth Korea and Japan Joint Conference of Statistics : Multivariate Analysis and Computing. 186-191 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Algebraic Curve and Surface Fitting to Multidimensional Data."Proceedings of IEEE International Conference on Systems, Man and Cybernetics 1997. 52-57 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, A.Kitada, and Y.Sato: "A New Approach to Fuzzy Clustering Based on Tolerance Relations and Maximal Consistent Subsets."The First International Conference on Conventional and Knowledge-Based Intelligent Electronic Systems. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakata, G.Resconi, and T.Murai: "Handling Uncertainty in Databases : A Modal Logic Approach."The Eighth International Conference and Workshop on Database and Expert Systems Applications. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, A.Kitada, and Y.Sato: "Generation of Fuzzy k-Partitions Based on Tolerance Relations and Maximal Consistency."Proceedings of the First International Conference on Conventional and Knowledge-Based Intelligent Electronic Systems. 121-126 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] F.Taniguchi, M.Kudo, T.Murai, and M.Shimbo: "A Rough-Set-Based Approach to Estimation of Class Regions in Pattern Recognition."Proceedings of the Seventh Conference on the International Association for the Development of Interdisciplinary. 135-138 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, R.Rovetta, and M.Shimbo: "Accessibility in Semantic Fields Based upon Modal Logic."Proceedings of the Seventh World Congress of the International Fuzzy Systems Associations. 334-339 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakata, and T.Murai: "Updating under Integrity Constraints in Fuzzy Databases"Proceedings of the Sixth IEEE International Conference on Fuzzy Systems. 713-719 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Kudo, T.Murai, and T.Da-te: "Interdefinability between Extended Erasure and Update."Abstracts of Poster Sessions in the Fifteenth International Joint Conference on Artificial Intelligence. 61 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Kudo, T.Murai, and T.Da-te: "A Possibilistic Interpretation of Extended Erasure."Proceedings of the Fifth European Congress on Intelligent Techniques and Soft Computing. 77-80 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, R.Rovetta, and M.Shimbo: "Fuzzy Sets and Measures by Semanatic Fields in Modal Logic"Proceedings of the Fifth European Congress on Intelligent Techniques and Soft Computing. 122-126 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Kitada, T.Murai, and Y.Sato: "A Genetic Algorithm for Generating Maximal Consistent Subsets from Inconsistent Data and Its Application to Fuzzy Clustering"Proceedings of the 1997 International Conference on Systems, Man, and Cybernetics. 30-34 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, A.Kitada, and Y.Sato: "A Revised Method of Generating Fuzzy Subsets from Tolerance Relations."Proceedings of the Fourth International Conference on Neural Information Processing. 543-546 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, A.Kitada, and Y.Sato: "An Application of a Way of Generating Fuzzy k-Partitions to Fuzzy Clustering"Proceedings of the Fourth International Conference on Neural Information Processing. 1267-1270 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Munetomo, Y.Takai, and Y.Sato: "An Adaptive Network Routing Algorithm Employing Path Genetic Operators"Proceedings of the Seventh International Conference on Genetic Algorithms. 643-649 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Munetomo, Y.Takai, and Y.Sato: "An Intelligent Network Routing Algorithm by a Genetic Algorithm."Proceedings of the Fourth International Conference on Neural Information Processing. 547-550 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Suzukawa, H.Imai, and Y.Sato: "On the Maximum Likelihood Estimation under Random Censorship"The Sixth China-Japan Symposium on Statistics. 199-202 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Finding Nonlinear Structures of Multidimensional Data with Implicit Functions"Proceedings of the 3rd Conference on Statistical Computing, Asian Regional Section (ARS), International Association for Statistical Computing (IASC). 277-288 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Kudo, T.Murai, and T.Da-te: "The Correspondence of Belief Changes in Logical Settings and the Possibilistic Framework."Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. 2. 221-229 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, M.Nakata, and M.Shimbo: "Generation of Accessible Worlds under Available Information."Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. 2. 236-242 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Nakata, G.Resconi, and T.Murai: "On the Treatment of Imperfect Information in Intelligent Databases."Proceedings of the Second International Conference on Knowledge-Based Intelligent Electronic Systems. 3. 168-176 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Projection Pursuit into High Dimensional Space and its Applications."Bulletin of the International Statistical Institute, 52nd Session. 313-314 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta, Y.Tohana, and M.Matsuda: "Performances of Various Sliced Inverse Regression Algorithms"ISM Symposium : Data Mining and Knowledge Discovery in Data Science. 47-50 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, M.Nakata, and M.Shimbo: "Generation of Tables Including Uncertain Data in Databases from the Viewpoint of Approximation in Rough Set Theory."Proceedings of International Workshop on Soft Computing in Industry. 319-324 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, and M.Nakata: "Generation of an Accessibility Relation under a Given Data in the Possible-Worlds Framework."Proceedings of the Eighth World Congress of the International Fuzzy Systems Associations. 87-91 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, and H.Thiele: "On an Interpretation of Some Real-Valued Logics by Means of Probability Theory."Proceedings of the Eighth World Congress of the International Fuzzy Systems Associations. 156-160 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Kudo, T.Murai, and T.Da-te: "Iterated Belief Update Based on Ordinal Conditional Functions."Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. 526-529 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Kitada, T.Murai, and Y.Sato: "A Data Structure for Dynamic Data Mining."Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. 530-533 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Sliced Inverse Regression Model and Non-normality."Proceedings of the International Conference on Measurement and Multivariate Analysis. 208-210 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Minami, and M.Mizuta: "Visual Statistical System with Java."Proceedings in Computational Statistics 2000 Short Communications and Posters, Statistics Netherlands for IASC ; International Association for Statistical Computing. 69-70 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Multidimensional Scaling for Time-Dependent Data."Proceedings of 7th International Conference on Neural Information Processing. 1. 646-650 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Minami, Y.Komiya, and M.Mizuta: "A Parallel Implementation for the Bootstrap."Proceedings of 7th International Conference on Neural Information Processing. 2. 1078-1082 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Mizuta: "Functional Multidimensional Scaling."Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 77-82 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Kawane, Y.Komiya, and M.Mizuta: "Cluster Analysis with Parallel Virtual Machine."Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 101-106 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Minami, and M.Mizuta: "Empirical Study of Parallel Data Analysis."Proceedings of the Tenth Japan and Korea Joint Conference of Statistics. 131-136 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, and M.Shimbo: "Fuzzy Interval Logic from a Point of View of Measure-Based Semantics for Modal Logic."Proceedings of the Fourth Asian Fuzzy Systems Symposium. 84-88 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, and Y.Sato: "Association Rules from a Point of View of Modal Logic and Rough Sets."Proceedings of the Fourth Asian Fuzzy Systems Symposium. 427-432 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Kudo, H.Imai, T.Murai, and M.Shimbo: "An MDL-Based Classifier for Multidimensional Space."Proceeding of the Fourth World Multiconference on Systemics, Cybernetics, and Informatics. 498-503 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, M.Kudo, and Y.Sato: "Discovery of Association Rules and Rough-Set-Based Concept Learning."Proceeding of the Fourth World Multiconference on Systemics, Cybernetics, and Informatics. 504-508 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, and Y.Sato: "Anticipation in Belief Formation Systems Based on Evidence."Proceedings of the Fourth International Conference on Computing Anticipatory Systems. 9-11 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, M.Nakata, and M.Shimbo: "Semantic Field : Introduction."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 483-486 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, G.Resconi, and M.Shimbo: "Degrees of Significance and Generation of an Accessibility Relation."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 487-490 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, and M.Shimbo: "Semantic Field and Accessibility Relations."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 491-494 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, and M.Shimbo: "Uncertainty and the Semantic Field."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 581-584 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Murai, M.Nakata, and Y.Sato: "Generation of Non-Transitive Chains from Rational-Valued and Real-Valued Fuzzy Subsets under Rough Set Theory."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 585-588 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Resconi, T.Murai, and M.Nakata: "Semantic Field as a Bridge Between Data and Decision."Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems. 589-593 (2000)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2002-03-26  

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