Sato-Ilic Mika イリチュ美佳 (佐藤美佳)

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… Alternative Names

ILIC Mika イリチュ美佳

佐藤美佳

SATO Mika 佐藤美佳

イリチュ美佳(佐藤美佳) イリチユミカ

SATO-ILIC Mika イリチュ美佳

佐藤美佳サトウミカ

イリチュ美佳(佐藤美佳) イリチュミカ（サトウミカ）

イリチュ美佳(佐藤) イリチュミカ（サトウ）

イリチュ美佳イリチュミカ

柴田美佳シバタミカ

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Researcher Number	60269214
Other IDs
External Links
Affiliation (Current)	2025: 筑波大学, システム情報系, 教授
Affiliation (based on the past Project Information) *help	2012 – 2024: 筑波大学, システム情報系, 教授 2011 – 2012: 筑波大学, システム情報系, 准教授 2008 – 2010: University of Tsukuba, 大学院・システム情報工学研究科, 准教授 2006: 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 2004 – 2005: 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 … More 2000 – 2003: 筑波大学, 社会工学系, 助教授 1997 – 1998: 筑波大学, 社会工学系, 講師 1996: 北海道武蔵女子短期大学, その他の部局等, 講師 1995: 北海道武蔵女子短期大学, その他部局等, 講師 Less
Review Section/Research Field	Principal Investigator Statistical science / Basic Section 60030:Statistical science-related / Statistical science / Statistical science Except Principal Investigator Web informatics, Service informatics / Sensitivity informatics/Soft computing / 社会システム工学 / Engineering fundamentals / Social systems engineering/Safety system / Statistical science
Keywords	Principal Investigator クラスタリング / 分類 / ファジィクラスタリング / クラスタリングモデル / 統計科学 / 高次計量 / Data Fusion / HDLSS Data / Fuzzy Clustering Models / Scales of Clusters … More / Fuzzy Clustering / 尺度構成 / ビックデータ / データマイニング / 高次元小標本データ / PCA / パターン認識 / 類似性 / T-norms / Aggregation Operator / 計算知能 / 人工知能 / Convex Clustering / Multidimensional scaling / Convex clustering / Multidimensional Scaling / Deep Learning / Support Vector Machine / Big Data Analysis / Geometrical Data / Categorical Data / Regression Analysis / 多次元尺度構成法 / 可視化手法 / クラスター尺度 / 多次元尺度 / 主成分分析 / シンボリックデータ解析 / 遺伝子データ / クラスター間相関 / シンボリックデータ / ソフコンピューティング / Alignment / 高次元データ / カーネル法 / ソフトコンピューティング / 分類評価 / 非類似性 / ファジィ / 曖昧性 / 不確実性 / 等質性 / ファジィ理論 / 3元データ / MDS / Dynamic MDS / ファジィクラスタリングモデル / 経時データ / 3-wayデータ / 経時的データ / 非対称データ / 非類似性データ / クラスター / 非対称類似性データ / 非対称Aggregation Operator / ロバスト性 / 非対称類似度データ / Ordinal data … More Except Principal Investigator 多次元尺度法 / 相補性問題 / 医療・福祉 / 主成分分析 / 多変量解析 / 待ち行列 / データサイエンス / 数理工学 / サービス工学 / cluster validity / information retrieval / data mining / multivariate analysis / possibilistic clustering / learning algorithm / cluster analysis / fuzzy system / 自己組織化マップ / ファジィクラスタリング / クリスプクラスタリング / 重み付き最小二乗法 / 不確実データ / 競合学習 / カーネルトリック / 動画検索 / 許容範囲付きデータ / 独立成分分析 / カーネル関数 / クリスプc-平均法 / ファジィc-平均法 / クラスター妥当性評価 / 情報検索 / データマイニング / 可能性クラスタリング / 学習アルゴリズム / クラスタリング / ファジィシステム / Multi Dimensional scaling / Complementarity / Network flow / Global optimization / Social choice function / Social welfare function / Game theory / 凹関数 / 相補性 / NP困難 / 非凸集合 / 極大流 / 部分システム / 制御不能 / 相補性条件 / 非凸性 / 大域的適化 / ネットワーク流 / 大域的最適化 / 社会的選択関数 / 社会的厚生関数 / ゲーム理論 / Homogeneous method / Interior point method / Polynomial-time algorithm / Optimization / Complementarity problem / 多項式時間性 / 同次型アルゴリズム / 内点法 / 多項式時間のアルゴリズム / 最適化 / ライフ・イノベーション / 最適化アルゴリズム / 患者満足 / サービス科学 / 情報量 / 変数選択 / 高次元漸近理論 / HDLSS / 高次元小標本 / 標本数 / 漸近正規性 / 多重検定 / パスウェイ解析 / グラフィカルモデル / 標本数決定 / 相関検定 / 幾何学的表現 / ネットワーク / パターン認識 / 高次元データ / マイクロアレイデータ / クロスデータ行列法 / ノイズ掃き出し法 / クラスター分析 / 判別分析 / 高次元データ解析 Less

Artificial intelligence based nonlinear high-dimensional small sample size data analysis and its social applicationsPrincipal Investigator
- Principal Investigator
  
  イリチュ美佳 (佐藤美佳)
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  University of Tsukuba
Analysis of 3-Way Time Series High-Dimension Low-Sample Size Data and Its ApplicationsPrincipal Investigator
- Principal Investigator
  
  イリチュ美佳 (佐藤美佳)
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  University of Tsukuba
High-Dimension Low-Sample-Size Big Data Analysis by Higher Order MetricsPrincipal Investigator
- Principal Investigator
  
  Sato-Ilic Mika
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Big data analytics by multidimensional cluster scaling and its social applicationsPrincipal Investigator
- Principal Investigator
  
  SATO-ILIC Mika
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Engineering model and verification for regional medical service systems including hospitals
- Principal Investigator
  
  Takagi Hideaki
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Web informatics, Service informatics
- Research Institution
  University of Tsukuba
Medical Service Science in Regional Key Hospitals for Patients and Staff Satisfaction
- Principal Investigator
  
  TAKAGI Hideaki
- Project Period (FY)
  2011 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  University of Tsukuba
Development of clusterwise methods for high dimensional symbolic data and its applicationsPrincipal Investigator
- Principal Investigator
  
  SATO-ILIC Mika
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Theories and Methodologies for High-Dimensional Data Analysis
- Principal Investigator
  
  AOSHIMA Makoto
- Project Period (FY)
  2010 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Development of a high dimensional aggregation operator and its application to a clustering modelPrincipal Investigator
- Principal Investigator
  
  ILIC Mika
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Establishing a small-scale center of excellence in cluster analysis by soft computing methodology
- Principal Investigator
  
  MIYAMOTO Sadaaki
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  University of Tsukuba
Optimization of Systems having Uncontrollable Subsystems
- Principal Investigator
  
  YAMAMOTO Yoshitsugu
- Project Period (FY)
  2002 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  社会システム工学
- Research Institution
  University of Tsukuba
Development of polynomial-time algorithms for solving non-monotone complementarity problems
- Principal Investigator
  
  YOSHISE Akiko
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Engineering fundamentals
- Research Institution
  University of Tsukuba
不確実性情報を考慮したデータの分類手法に関する研究Principal Investigator
- Principal Investigator
  
  イリチュ美佳 (佐藤美佳)
- Project Period (FY)
  2000 – 2001
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
経時的非対称類似性データにおけるクラスタリングモデルPrincipal Investigator
- Principal Investigator
  
  イリチュ美佳 (佐藤美佳 / 柴田美佳)
- Project Period (FY)
  1997 – 1998
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Aggregation Operatorの性質に基づくクラスタリングモデルPrincipal Investigator
- Principal Investigator
  
  佐藤美佳
- Project Period (FY)
  1996
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  Statistical science
- Research Institution
  Hokkaido Musashi Women's Junior College
曖昧さを考慮したクラスタリングモデルについてPrincipal Investigator
- Principal Investigator
  
  佐藤美佳
- Project Period (FY)
  1995
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  Statistical science
- Research Institution
  Hokkaido Musashi Women's Junior College

[Book] Clustering-based Scaling for Healthcare Data (9章), Handbook on Artificial Intelligence-Empowered Applied Software Engineering, Vol. 2, Smart Software Applications in Cyber-Physical Systems2022
- Author(s)
  Sato-Ilic Mika
- Total Pages
  19
- Publisher
  Springer, Switzerland
- Data Source
  KAKENHI-PROJECT-20K11701
[Book] Advances in Fuzzy Clustering Used in Indicator for Individuality (4章), Advances in Selected Artificial Intelligence Areas - World Outstanding Women in Artificial Intelligence -2022
- Author(s)
  Sato-Ilic Mika
- Total Pages
  19
- Publisher
  Springer, Switzerland
- Data Source
  KAKENHI-PROJECT-20K11701
[Book] Advances in Fuzzy Clustering Used in Indicator for Individuality (4章), Advances in Selected Artificial Intelligence Areas - World Outstanding Women in Artificial Intelligence -2022
- Author(s)
  M. Sato-Ilic
- Total Pages
  19
- Publisher
  Springer, Switzerland
- ISBN
  9783030930523
- Data Source
  KAKENHI-PROJECT-20K11701
[Book] Fuzzy Clustering Models and Their Related Concepts（１章）, Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications2020
- Author(s)
  Mika Sato-Ilic
- Publisher
  Springer, Switzerland
- Data Source
  KAKENHI-PROJECT-17K00043
[Book] Fuzzy Clustering Models and Their Related Concepts（11章）, Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications2020
- Author(s)
  M. Sato-Ilic
- Total Pages
  12
- Publisher
  Springer, Switzerland
- Data Source
  KAKENHI-PROJECT-20K11701
[Book] サービスサイエンスの事訳―データサイエンスと数理科学の融合に向けてー2017
- Author(s)
  イリチュ美佳、高木英明
- Total Pages
  51
- Publisher
  筑波大学出版会
- ISBN
  9784904074459
- Data Source
  KAKENHI-PROJECT-17K00043
[Book] Fuzzy Correlational Direction Multidimensional Scaling, Soft Computing Applications Volume 22016
- Author(s)
  M. Sato-Ilic
- Total Pages
  640
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-26330033
[Book] Fuzzy Data Analysis (chapter 9), Computational Intelligence2015
- Author(s)
  M. Sato-Ilic
- Total Pages
  30
- Publisher
  UNESCO-EOLSS
- Data Source
  KAKENHI-PROJECT-26330033
[Book] Fuzzy Data Analysis (Chapter 8), Computational Intelligence - Volume I2015
- Author(s)
  M. Sato-Ilic
- Total Pages
  400
- Publisher
  EOLSS Publications/United Nations Education, Scientific and Cultural Organization
- Data Source
  KAKENHI-PROJECT-26330033
[Book] Fuzzy Correlational Direction Multidimensional Scaling, Advances in Intelligent Systems and Computing2015
- Author(s)
  M. Sato-Ilic
- Total Pages
  10
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-26330033
[Book] ビジネスデータの線形回帰モデル　(第8章), サービスサイエンスことはじめ　- 数理モデルとデータ分析によるイノベーション -2014
- Author(s)
  イリチュ美佳, 高木英明
- Total Pages
  43
- Publisher
  筑波大学出版会
- Data Source
  KAKENHI-PROJECT-26330033
[Book] Fuzzy Data Analysis(Chapter 9)2014
- Author(s)
  M. Sato-Ilic
- Total Pages
  30
- Publisher
  EOLSS
- Data Source
  KAKENHI-PROJECT-23500343
[Book] データマイニング(第7.11 節), ものづくりに役立つ経営工学の辞典 - 180の知識 -2014
- Author(s)
  佐藤美佳
- Total Pages
  408
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-23500343
[Book] データマイニング・テキストマイニング(第5 章, 第7 節), 感性工学ハンドブック- 感性をきわめる七つの道具2013
- Author(s)
  佐藤美佳
- Total Pages
  624
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-23500343
[Book] (Germany), Computational Intelligence Paradigms2008
- Author(s)
  L.C.Jain, M.Sato-Ilic, M.Virvou, G.A.Tsihrintzis, V.E.Balas,, C.Abeynayake eds.
- Publisher
  Springer-Verlag
- Data Source
  KAKENHI-PROJECT-20500252
[Book] Computational Intelligence Paradigms2008
- Author(s)
  L. C. Jain, M. Sato-Ilic, M. Virvou, G. A. Tsihrintzis, V. E. Balas, and C. Abeynayake eds.
- Publisher
  Springer-Verlag (Germany)
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Difference on Evaluation Scores Considering Image Descriptions for Autocoding2024
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Journal Title
  
  Romanian Statistical Review
  
  Volume: 1 Pages: 27-42
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Improvement of Training Data for Autocoding on "The National Survey of Family Income, Consumption and Wealth" and "The Family Income and Expenditure Survey"2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Journal Title
  
  日本分類学会第42回大会予稿集
  
  Volume: - Pages: 49-52
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Hierarchical Support Vector Machine based Classifier for Autocoding2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Journal Title
  
  Procedia Computer Science
  
  Volume: 225 Pages: 2733-2742
- DOI
  10.1016/j.procs.2023.10.265
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Principal component analysis for mixed high-dimension low-sample size data based on fuzzy-cluster scale2023
- Author(s)
  Sato-Ilic Mika
- Journal Title
  
  16th International Conference of the ERCIM WG on Computational and Methodological Statistics and 17th International Conference on Computational and Financial Econometrics
  
  Volume: - Pages: 18-18
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Improvement of Model Construction based on Reliability Scores of Objects for Autocoding2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika、Sasajima Takayuki
- Journal Title
  
  Romanian Statistical Review
  
  Volume: 1 Pages: 34-48
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] A Fuzzy Cluster-Scaled Principal Component Analysis for Mixed High-Dimension and Low-Sample Size Data2023
- Author(s)
  Sato-Ilic Mika
- Journal Title
  
  25th International Conference on Computational Statistics
  
  Volume: - Pages: 1-1
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Fuzzy clustering based classifier for extraction of individualities from high dimension low sample size data2023
- Author(s)
  Sato-Ilic Mika
- Journal Title
  
  Intelligent Decision Technologies
  
  Volume: 17 Issue: 1 Pages: 127-138
- DOI
  10.3233/idt-220226
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Fuzzy Clustering based Autocoding Methods for Family Income and Expenditure Surveys2023
- Author(s)
  Toko Yukako, Sato-Ilic Mika
- Journal Title
  
  Conference on New Techniques and Technologies for Official Statistics
  
  Volume: － Pages: 404-408
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Fuzzy cluster-scaled principal component analysis for mixed data and its application of educational effect based on device selection2023
- Author(s)
  Sato-Ilic Mika、Ilic Peter
- Journal Title
  
  Procedia Computer Science
  
  Volume: 225 Pages: 2402-2411
- DOI
  10.1016/j.procs.2023.10.231
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K00862, KAKENHI-PROJECT-20K11701
[Journal Article] Fuzzy Clustering based Autocoding Methods for Family Income and Expenditure Surveys2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Journal Title
  
  Conference on New Techniques and Technologies for Official Statistics
  
  Volume: - Pages: 404-408
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] ファジィクラスタリングに基づくサポートベクターマシンを用いたがん種類の識別2022
- Author(s)
  加藤優友，佐藤美佳
- Journal Title
  
  第38回ファジィシステムシンポジウム講演論文集
  
  Volume: － Pages: 431-434
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] 多次元尺度法による計算効率を考慮したディープラーニング手法2022
- Author(s)
  高村昇二郎，佐藤美佳
- Journal Title
  
  日本分類学会第41回大会
  
  Volume: － Pages: 54-57
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Clustering and Multidimensional Scaling for Individual Difference Extraction2022
- Author(s)
  Sato-Ilic Mika
- Journal Title
  
  The 4th International Conference on Statistics: Theory and Applications
  
  Volume: －
- DOI
  10.11159/icsta22.162
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Deep Learning Method for Imbalanced Image Data Considering Reduction of Dimensionality by Multidimensional Scaling2022
- Author(s)
  Takamura Shojiro, Sato-Ilic Mika
- Journal Title
  
  IASC-ARS Interim Conference 2022 - The Interplay between Statistical Computing and Artificial Intelligence
  
  Volume: － Pages: 45-46
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Fuzzy Clustering based Support Vector Machine for Autocoding and Interpretation of Results2022
- Author(s)
  Toko Yukako, Sato-Ilic Mika
- Journal Title
  
  IASC-ARS Interim Conference 2022 - The Interplay between Statistical Computing and Artificial Intelligence
  
  Volume: － Pages: 43-44
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] クラスター尺度に基づくデータ間差異の検出と市場データへの応用2022
- Author(s)
  本多拓朗，佐藤美佳
- Journal Title
  
  第38回ファジィシステムシンポジウム講演論文集
  
  Volume: － Pages: 788-790
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Individual Differences Assessment Method Based On Cluster Scale Using A Data Reduction Method2021
- Author(s)
  K. Nitta, M. Sato-Ilic
- Journal Title
  
  KES Smart Innovation Systems and Technologies
  
  Volume: －
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] A Classification Method Based On Ensemble Learning Of Deep Learning And Multidimensional Scaling2021
- Author(s)
  K. Miyazawa, M. Sato-Ilic
- Journal Title
  
  KES Smart Innovation Systems and Technologies
  
  Volume: －
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Individual Differences Assessment Method Based On Cluster Scale Using A Data Reduction Method2021
- Author(s)
  K. Nitta, M. Sato-Ilic
- Journal Title
  
  Intelligent Decision Technologies, Smart Innovation, Systems and Technologies, Springer, Singapore
  
  Volume: 238 Pages: 415-426
- DOI
  10.1007/978-981-16-2765-1_35
- ISBN
  9789811627644, 9789811627651
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Autocoding based Multi-Class Support Vector Machine by Fuzzy c-Means2021
- Author(s)
  Y. Toko, M. Sato-Ilic
- Journal Title
  
  Romanian Statistical Review
  
  Volume: 1 Pages: 27-39
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Indicator for Individuality of Subjects Based on Similarity of Objects2021
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science
  
  Volume: －
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] A Hybrid Method of Multi-class SVM and Classification Method Based on Reliability Score for Autocoding of the Family Income and Expenditure Survey2021
- Author(s)
  Y. Toko, M. Sato-Ilic
- Journal Title
  
  Intelligent Decision Technologies, Smart Innovation, Systems and Technologies, Springer, Singapore
  
  Volume: 238 Pages: 403-413
- DOI
  10.1007/978-981-16-2765-1_34
- ISBN
  9789811627644, 9789811627651
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Indicator for Individuality of Subjects Based on Similarity of Objects2021
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science
  
  Volume: 185 Pages: 193-202
- DOI
  10.1016/j.procs.2021.05.042
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Cluster-Scaled Principal Component Analysis2021
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Wiley Interdisciplinary Reviews: Computational Statistics
  
  Volume: － Issue: 3 Pages: 1-13
- DOI
  10.1002/wics.1572
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] A Classification Method Based On Ensemble Learning Of Deep Learning And Multidimensional Scaling2021
- Author(s)
  K. Miyazawa, M. Sato-Ilic
- Journal Title
  
  Intelligent Decision Technologies, Smart Innovation, Systems and Technologies, Springer, Singapore
  
  Volume: 238 Pages: 379-390
- DOI
  10.1007/978-981-16-2765-1_32
- ISBN
  9789811627644, 9789811627651
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11701
[Journal Article] Probabilistic Metric Based Multidimensional Scaling2020
- Author(s)
  Mika Sato-Ilic
- Journal Title
  
  Procedia Computer Science
  
  Volume: 168 Pages: 65-72
- DOI
  10.1016/j.procs.2020.02.258
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K00043, KAKENHI-PROJECT-20K11701
[Journal Article] 高次元データに対するファジィクラスタリングの主成分分析による評価2019
- Author(s)
  村山喬則，佐藤美佳
- Journal Title
  
  第 35 回ファジィシステムシンポジウム講演論文集
  
  Volume: 1 Pages: 203-208
- NAID
  130007772942
- Open Access
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Quantification and Visualization for Difference of Fuzzy Clustering Results2019
- Author(s)
  Mika Sato-Ilic
- Journal Title
  
  The 2019 IEEE International Conference on Fuzzy Systems
  
  Volume: 1 Pages: 1-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Homogeneous Cluster Analysis2018
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Sciences, Elsevier
  
  Volume: 140 Pages: 269-275
- DOI
  10.1016/j.procs.2018.10.320
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] 高次元小標本データに対するT-ノルムに基づくマルチレイヤークラスタリング2018
- Author(s)
  伊藤佳輝, 元田卓, 佐藤美佳
- Journal Title
  
  第34回ファジィシステムシンポジウム講演論文集
  
  Volume: - Pages: 480-485
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Cluster-Scaled Regression Analysis for High-Dimension and Low-Sample Size Data2018
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Advances in Smart Systems Research
  
  Volume: 7 Pages: 1-10
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Identification and Scaling Methods based on Comparative Quantification for Dissimilarity Data2017
- Author(s)
  M. Sato-Ilic, P. Ilic
- Journal Title
  
  The 2017 IEEE International Conference on Fuzzy Systems
  
  Volume: － Pages: 1-6
- DOI
  10.1109/fuzz-ieee.2017.8015443
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Knowledge-based Comparable Predicted Values in Regression Analysis2017
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science, Elsevier
  
  Volume: 114 Pages: 216-223
- DOI
  10.1016/j.procs.2017.09.063
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] ３元マルチソースデータに対する同時ファジィクラスタリング手法2017
- Author(s)
  矢吹健二、佐藤美佳
- Journal Title
  
  第 33 回ファジィシステムシンポジウム講演論文集
  
  Volume: － Pages: 441-446
- NAID
  130007612747
- Open Access
- Data Source
  KAKENHI-PROJECT-17K00043
[Journal Article] Visualization of Fuzzy Clustering Result in Metric Space2016
- Author(s)
  M. Sato-Ilic, P. Ilic
- Journal Title
  
  Procedia Computer Science, Elsevier
  
  Volume: 96 Pages: 1666-1675
- DOI
  10.1016/j.procs.2016.08.214
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] Individual Compositional Cluster Analysis2016
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science, Elsevier
  
  Volume: 95 Pages: 254-263
- DOI
  10.1016/j.procs.2016.09.330
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] On A Variable Selection Method based on the Relationship between Discrimination Information and Principal Components2015
- Author(s)
  T. Yamamoto, M. Sato-Ilic
- Journal Title
  
  31st Fuzzy System Symposium
  
  Volume: 1 Pages: 75-80
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] A Variable Selection Method Considering Cluster Loading for Labeled High Dimension Low Sample Size Data2015
- Author(s)
  J. Chen, M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science, Elsevier
  
  Volume: 60 Pages: 850-859
- DOI
  10.1016/j.procs.2015.08.248
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] Multidimensional Joint Scale and Cluster Analysis2015
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Procedia Computer Science, Elsevier
  
  Volume: 61 Pages: 11-17
- DOI
  10.1016/j.procs.2015.09.137
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] A Fuzzy Clustering Method for Multi Source Data2014
- Author(s)
  T. Hatori, M. Sato-Ilic
- Journal Title
  
  Workshop on Statistical Methods for Large Complex Data
  
  Volume: 1 Pages: 35-44
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] A Method for Interpreting Principle Components using Discrimination Information and Its Application to EEG Data2014
- Author(s)
  T. Yamamoto, M. Sato-Ilic
- Journal Title
  
  Workshop on Statistical Methods for Large Complex Data
  
  Volume: 1 Pages: 45-51
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] On A Multidimensional Cluster Scaling2014
- Author(s)
  Sato-Ilic, M., Ilic, P.
- Journal Title
  
  Procedia Computer Sciences
  
  Volume: 36 Pages: 278-284
- DOI
  10.1016/j.procs.2014.09.094
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-26330033
[Journal Article] A Fuzzy Clustering Method using the Relative Structure of the Belongingness of Objects to Clusters2014
- Author(s)
  Hatori, T., Sato-Ilic, M.
- Journal Title
  
  Procedia Computer Sciences
  
  Volume: 35 Pages: 994-1002
- DOI
  10.1016/j.procs.2014.08.185
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-26330033
[Journal Article] Universal Fuzzy Clustering Model2014
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  IEEE World Congress on Computational Intelligence
  
  Volume: 1 Pages: 2071-2078
- DOI
  10.1109/fuzz-ieee.2014.6891776
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26330033
[Journal Article] Fuzzy Clustering Based Correlation and Its Application to Principal Component Analysis2013
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  the 59th ISI World Statistics Congress
  
  Volume: CPS021, paper 5 Pages: 1-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Fuzzy Dissimilarity Based Multidimensional Scaling and Its Application to Collaborative Learning Data2013
- Author(s)
  Sato-Ilic, M., Ilic, P.
- Journal Title
  
  Procedia Computer Science
  
  Volume: 20 Pages: 490-495
- DOI
  10.1016/j.procs.2013.09.308
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-23500343
[Journal Article] Two Covariances Harnessing Fuzzy Clustering for Discrimination of Microarray Data2013
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Lecture Notes in Bioinformatics, Springer-Verlag, Berlin Heidelberg (Germany)
  
  Volume: 1 Pages: 158-172
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Fuzzy Dissimilarity Based Multidimensional Scaling and Its Application to Collaborative Learning Data2013
- Author(s)
  M. Sato-Ilic, P. Ilic
- Journal Title
  
  Procedia Computer Sciences, Elsevier
  
  Volume: Vol.20 Pages: 490-495
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Two Covariances Harnessing Fuzzy Clustering Based PCA for Discrimination of Microarray Data2013
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Lecture Notes in Bioinformatics, Springer-Verlag, Berlin Heidelberg (Germany)
  
  Volume: 7845 Pages: 158-172
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] A learning based self-organized additive fuzzy clustering method and its application for EEG data2012
- Author(s)
  Kuwata, T.
- Journal Title
  
  International Journal of Knowledge-Based and Intelligent Engineering Systems
  
  Volume: 16 Issue: 1 Pages: 69-78
- DOI
  10.3233/kes-2012-0238
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-23500343
[Journal Article] A Structural Analysis based on Similarity between Fuzzy Clusters and its Application to Evaluation Data2012
- Author(s)
  R. Chiba, T. Furutani, M. Sato-Ilic
- Journal Title
  
  Intelligent Decision Technologies, Springer-Verlag, Berlin Heidelberg (Germany)
  
  Volume: 1 Pages: 77-87
- DOI
  10.1007/978-3-642-29977-3_8
- ISBN
  9783642299766, 9783642299773
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Analysis of Web Survey Data based on Similarity of Fuzzy Clusters2012
- Author(s)
  R. Chiba, M. Sato-Ilic
- Journal Title
  
  Procedia Computer Sciences, Elsevier
  
  Volume: 12 Pages: 224-229
- DOI
  10.1016/j.procs.2012.09.060
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Structural Classification based Correlation and its Application to Principal Component Analysis for High-Dimension Low-Sample Size Data2012
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  IEEE World Congress on Computational Intelligence
  
  Volume: 1 Pages: 981-988
- DOI
  10.1109/fuzz-ieee.2012.6251200
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Fuzzy Clustering Model based on Operators on a Product Space of Linear Spaces2012
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  20th International Conference on Computational Statistics
  
  Volume: 1 Pages: 745-756
- DOI
  10.1109/cibcb.2011.5948471
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] On Fuzzy Clustering Based Correlation, Procedia Computer Sciences2012
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Elsevier
  
  Volume: Vol.12 Pages: 230-235
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] On fuzzy clustering based correlation2012
- Author(s)
  Sato-Ilic, M.
- Journal Title
  
  Procedia Computer Sciences
  
  Volume: 12 Pages: 230-235
- DOI
  10.1016/j.procs.2012.09.061
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-23500343
[Journal Article] Symbolic Clustering with Interval-Valued Data, Procedia Computer Sciences2011
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Elsevier
  
  Volume: Vol.6 Pages: 358-363
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500343
[Journal Article] Symbolic clustering with interval-valued data, complex adaptive systems2011
- Author(s)
  Sato-Ilic, M.
- Journal Title
  
  Procedia Computer Sciences
  
  Volume: 6 Pages: 358-363
- DOI
  10.1016/j.procs.2011.08.066
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300094, KAKENHI-PROJECT-23500343
[Journal Article] A CIuster-Target Similarity Based Principal Component Analysis for lnterval-Valued Data2010
- Author(s)
  MSato-llic
- Journal Title
  
  19th International Conference on ComPutational Statistics
  
  Pages: 1605-1612
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Dissimilarity Based Principal ComPonent AnaIysis USing Fuzzy Clustering2010
- Author(s)
  M.Sato-llic
- Journal Title
  
  Advances in Intelligent and Soft Computing, Integrated Uncertainty Management and Applications
  
  Volume: 68 Pages: 453-464
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Generalized Aggregation Operator Based Nonlinear Fuzzy Clustering Model2010
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks Vol.20(1st Runner up Award(theoretical development in computational intelligence) 受賞)
  
  Pages: 493-500
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Generalized Aggregation Operator Based Nonlinear Fuzzy Clustering Model2010
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks
  
  Volume: 20 Pages: 493-500
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] An Adaptive Cluster-Target Covariance based Principal Component Analysis for Interval-Valued Data2010
- Author(s)
  M.Sato-llic
- Journal Title
  
  IEEE World Congress on Computational Intelligence
  
  Pages: 616-623
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] A cluster-target similarity based principal component analysis for interval-valued data2010
- Author(s)
  Sato-Ilic, M.
- Journal Title
  
  19th International Conference on Computational Statistics
  
  Pages: 1605-1612
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300094
[Journal Article] Learning based Self-Organized Additive Fuzzy Clustering Method2010
- Author(s)
  T.Kuwata, M.Sato-llic
- Journal Title
  
  Advances in Intelligent Decision Technologies
  
  Pages: 589-596
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Cluster Number Selection Based on Alignment of Similarities2009
- Author(s)
  M.Sato-Ilic, D.Wu
- Journal Title
  
  The 6th International Symposium on Management Engineering Excellent Paper Award 受賞
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Self-Organized Kernel Fuzzy Clustering Method and Its Evaluation for the Number of Clusters based on Alignment of Similarities2009
- Author(s)
  M.Sato-Ilic, T.Kuwata
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks, The American Society of Mechanical Engineering(ASME)Press, New York(USA) 19
  
  Pages: 75-82
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Regression Models on Entropy based Blocking Structures2009
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  International Journal of Innovative Computing, Information and Control 5
  
  Pages: 1-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Cluster Number Selection Based on Alignment of Similarities2009
- Author(s)
  M.Sato-Ilic, D.Wu
- Journal Title
  
  The 6th International Symposium on Management Engineering, Dalian, China, 2009(Excellent Paper Award受賞)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Generalized Kernel Fuzzy Clustering Model2009
- Author(s)
  M.Sato-Ilic, S.Ito, S.Takahashi
- Journal Title
  
  FUZZ-IEEE2009, The IEEE International Conference on Fuzzy Systems
  
  Pages: 421-426
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Self-Organized Similarity based Kernel Fuzzy Clustering Model and Its Applications2009
- Author(s)
  T.Kuwata, M.Sato-Ilic
- Journal Title
  
  5th International Workshop on Computational Intelligence & Applications 2009(Best Student Presentation Award受賞)
  
  Pages: 127-131
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Clustering based Regression with Attribute Weights2009
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Springer-Verlag, Berlin Heidelberg(Germany)
  
  Pages: 71-80
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Nonlinear Kernel-Based Fuzzy Clustering Model2009
- Author(s)
  M.Sato-Ilic, S.Ito, S.Takahashi
- Journal Title
  
  Developments in Fuzzy Clustering, VEVER, Minsk(Belarus)
  
  Pages: 56-73
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Principal Component Analysis with a Fuzzy Covariance for Interval-Valued Image Data2008
- Author(s)
  M. Sato-Ilic and S. Ito
- Journal Title
  
  Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems
  
  Pages: 1203-1207
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] On A Kernel Fuzzy Clustering Model and Its ApPlications2008
- Author(s)
  S.Ito and M. Sato-Ilic
- Journal Title
  
  Joint Meeting of 4th World Conference of IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis
  
  Pages: 709-718
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Fuzzy Covariance Retrieval for Clustering Interval-Valued Data under Probabilistic Distribution2008
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks 18
  
  Pages: 641-648
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] General Class of Weighted Fuzzy Cluster Loading Models2008
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  Internatiohal Journal of Innovative Computing,Information and Control 4
  
  Pages: 1023-1032
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Clustering Objects with Degree of Classification2008
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  FUZZ-IEEE2008
  
  Pages: 1737-1744
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[Journal Article] Variable Selection based on Dissimilarity between Distributions with Degree of Classification by Multidimensional Scaling2008
- Author(s)
  M. Sato-Ilic
- Journal Title
  
  The 11th Czech-Japan Selninar on Data Analysis and Decision Making under Uncertainty
  
  Pages: 97-102
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20500252
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[Journal Article] Weighted principal component analysis based on fuzzy clustering2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Scientiae Mathematicae Japonicae 60
  
  Pages: 235-244
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[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(和文)」より
- Data Source
  KAKENHI-PROJECT-16300065
[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
- Data Source
  KAKENHI-PROJECT-16300065
[Journal Article] Fuzzy clustering based regression model2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  2004 Annual Meeting of the North American Fuzzy Information Processing Society
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Weighted principal component analysis based on fuzzy clustering2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Scientiae Mathematicae Japonicae Vol.60
  
  Pages: 235-244
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Self organized fuzzy clustering2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks Vol.14
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Weighted Principal Component Analysis based on Fuzzy Clustering2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Scientiae Mathematicae Japonicae 10
  
  Pages: 359-368
- Data Source
  KAKENHI-PROJECT-16300065
[Journal Article] Self organized fuzzy clustering2004
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks 14
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Asymmetric kernel fuzzy clustering loading2003
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] On kernel based fuzzy cluster loadings with the interpretation of the fuzzy clustering result2003
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  International Journal of Computational and Numerical Analysis and Applications 4
  
  Pages: 265-278
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Asymmetric kernel fuzzy clustering loading2003
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks Vol.13
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] On kernel based fuzzy cluster loadings with the interpretation of the fuzzy clustering result2003
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  International Journal of Computational and Numerical Analysis and Applications Vol.4
  
  Pages: 265-278
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Fuzzy regression analysis using fuzzy clustering2002
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  2002 Annual Meeting of the North American Fuzzy Information Processing Society
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Dynamic fuzzy clustering using fuzzy cluster loading2002
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks Vol.12
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] On an application of fuzzy clustering for weighted regression analysis2002
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Proceedings of the 4th ARS Conference of the IASC
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Dynamic fuzzy clustering using fuzzy cluster loading2002
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Intelligent Engineering Systems through Artificial Neural Networks
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] On an application of fuzzy clustering for weighted regression analysi2002
- Author(s)
  M.Sato-Ilic
- Journal Title
  
  Proceedings of the 4th ARS Conference of the IASC
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-14380188
[Journal Article] Regression Analysis Considering Fuzzy Block Intercepts
- 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(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300065
[Presentation] Difference on Evaluation Scores Considering Image Descriptions for Autocoding2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Organizer
  The Annual Conference on the Use of R in Official Statistics (11th International Conference: uRos2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] A Fuzzy Cluster-Scaled Principal Component Analysis for Mixed High-Dimension and Low-Sample Size Data2023
- Author(s)
  Sato-Ilic Mika
- Organizer
  25th International Conference on Computational Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Hierarchical Support Vector Machine based Classifier for Autocoding2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Organizer
  27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Principal component analysis for mixed high-dimension low-sample size data based on fuzzy-cluster scale2023
- Author(s)
  Sato-Ilic Mika
- Organizer
  16th International Conference of the ERCIM WG on Computational and Methodological Statistics and 17th International Conference on Computational and Financial Econometrics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fuzzy Clustering based Autocoding Methods for Family Income and Expenditure Surveys2023
- Author(s)
  Toko Yukako, Sato-Ilic Mika
- Organizer
  Conference on New Techniques and Technologies for Official Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fuzzy Cluster-Scaled Principal Component Analysis for Mixed Data and Its Application of Educational Effect based on Device Selection2023
- Author(s)
  Sato-Ilic Mika、Ilic Peter
- Organizer
  27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fuzzy Clustering based Autocoding Methods for Family Income and Expenditure Surveys2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Organizer
  Conference on New Techniques and Technologies for Official Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Improvement of Training Data for Autocoding on "The National Survey of Family Income, Consumption and Wealth" and "The Family Income and Expenditure Survey"2023
- Author(s)
  Toko Yukako、Sato-Ilic Mika
- Organizer
  日本分類学会第42回大会
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] 多次元尺度法による計算効率を考慮したディープラーニング手法2022
- Author(s)
  高村昇二郎，佐藤美佳
- Organizer
  日本分類学会第41回大会
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fuzzy Cluster-Scaled Principal Component Analysis for High-Dimension Low-Sample Data2022
- Author(s)
  Sato-Ilic Mika
- Organizer
  The 24th International Conference on Computational Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Clustering and Multidimensional Scaling for Individual Difference Extraction2022
- Author(s)
  Sato-Ilic Mika
- Organizer
  The 4th International Conference on Statistics: Theory and Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Cluster-based Analysis for Discrimination of Individuality2022
- Author(s)
  Sato-Ilic Mika
- Organizer
  2nd Global Summit and Expo on Robot Intelligence Technology and Applications
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] ファジィクラスタリングに基づくサポートベクターマシンを用いたがん種類の識別2022
- Author(s)
  加藤優友，佐藤美佳
- Organizer
  第38回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] クラスター尺度に基づくデータ間差異の検出と市場データへの応用2022
- Author(s)
  本多拓朗，佐藤美佳
- Organizer
  第38回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Deep Learning Method for Imbalanced Image Data Considering Reduction of Dimensionality by Multidimensional Scaling2022
- Author(s)
  Takamura Shojiro, Sato-Ilic Mika
- Organizer
  IASC-ARS Interim Conference 2022 - The Interplay between Statistical Computing and Artificial Intelligence
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fuzzy Clustering based Support Vector Machine for Autocoding and Interpretation of Results2022
- Author(s)
  Toko Yukako, Sato-Ilic Mika
- Organizer
  IASC-ARS Interim Conference 2022 - The Interplay between Statistical Computing and Artificial Intelligence
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Individuality-based Fuzzy Cluster-Scaled Principal Component Analysis for High-Dimension Low-Sample Data2022
- Author(s)
  Sato-Ilic Mika
- Organizer
  15th International Conference of the ERCIM WG on Computational and Methodological Statistics and 16th International Conference on Computational and Financial Econometrics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Improvement of Model Construction based on Reliability Scores of Objects for Autocoding2022
- Author(s)
  Toko Yukako, Sato-Ilic Mika
- Organizer
  The Annual Conference on the Use of R in Official Statistics (10th International Conference: uRos2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] A Classification Method Based On Ensemble Learning Of Deep Learning And Multidimensional Scaling2021
- Author(s)
  K. Miyazawa, M. Sato-Ilic
- Organizer
  13th Knowledge-Based and Intelligent Information & Engineering Systems - Intelligent Decision Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Complex Statistical Data Modeling2021
- Author(s)
  M. Sato-Ilic
- Organizer
  NUS-Tsukuba Joint-Online-Workshop on Sustainable Management and Data Sciences
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Hybrid autocoding method for the Family Income and Expenditure Survey2021
- Author(s)
  床　裕佳子，佐藤美佳
- Organizer
  日本分類学会第40回大会
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Autocoding based on Multi-Class Support Vector Machine by Fuzzy c-means Method2021
- Author(s)
  Y. Toko, M. Sato-Ilic
- Organizer
  The Annual Conference on the Use of R in Official Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] ファジィ区間データに対する主成分分析2021
- Author(s)
  益居秀，佐藤美佳
- Organizer
  第３７回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Fusion of Statistical and Computational Thinking and Its Application to Fuzzy Cluster-Scaled Statistical Analysis (Plenary talk)2021
- Author(s)
  M. Sato-Ilic
- Organizer
  International Conference on FIM-IMIP-UMSO
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] 区間組成データに対する重み付き回帰分析2021
- Author(s)
  藤本聖，佐藤美佳
- Organizer
  日本分類学会シンポジウム
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Discrimination of the Labeled High-Dimension Low-Sample Data for Healthcare2021
- Author(s)
  M. Sato-Ilic
- Organizer
  International Conference on FIM-IMIP-UMSO
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] A Hybrid Method of Multi-class SVM and Classification Method Based on Reliability Score for Autocoding of the Family Income and Expenditure Survey2021
- Author(s)
  Y. Toko, M. Sato-Ilic
- Organizer
  13th Knowledge-Based and Intelligent Information & Engineering Systems - Intelligent Decision Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Individual Differences Assessment Method Based On Cluster Scale Using A Data Reduction Method2021
- Author(s)
  K. Nitta, M. Sato-Ilic
- Organizer
  13th Knowledge-Based and Intelligent Information & Engineering Systems - Intelligent Decision Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Clustering Models based on Cluster-Scales2021
- Author(s)
  M. Sato-Ilic
- Organizer
  Global Summit and Expo on Robot Intelligence Technology and Applications
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Indicator for Individuality of Subjects Based on Similarity of Objects2021
- Author(s)
  M. Sato-Ilic
- Organizer
  Complex Adaptive Systems 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Cluster-Scaled Statistical Data Science (Plenary talk)2021
- Author(s)
  M. Sato-Ilic
- Organizer
  5th International Conference on Computational Intelligence, Cyber Security and Computational Models
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] データサイエンスにおける機械学習とその発展2021
- Author(s)
  佐藤美佳
- Organizer
  第６回DSの世界、立正大学データサイエンス学部
- Invited
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Indicator for Individuality of Subjects Based on Similarity of Objects2021
- Author(s)
  M. Sato-Ilic
- Organizer
  Complex Adaptive Systems 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Statistical Data Science at A Crossroads（基調講演）2020
- Author(s)
  M. Sato-Ilic
- Organizer
  12th KES-Intelligent Decision Technologies, Smart Innovation, Systems and Technologies
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11701
[Presentation] Statistical Data Science at A Crossroads (基調講演)2020
- Author(s)
  Mika Sato-Ilic
- Organizer
  KES-Intelligent Decision Technologies, Smart Innovation, Systems and Technologies
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Statistical Data Science Based on Soft Computing2019
- Author(s)
  Mika Sato-Ilic
- Organizer
  MIT-Tsukuba Joint-Workshop on Data Systems Science towards Social and Business Innovations
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Fuzzy clustering-based non-linear dimensionality reduction2019
- Author(s)
  Mika Sato-Ilic
- Organizer
  13th CFE 2019 and 12th CMStatistics 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Probabilistic Metric Based Multidimensional Scaling2019
- Author(s)
  Mika Sato-Ilic
- Organizer
  Complex Adaptive Systems 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Quantification and Visualization for Difference of Fuzzy Clustering Results2019
- Author(s)
  Mika Sato-Ilic
- Organizer
  The 2019 IEEE International Conference on Fuzzy Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] 高次元データに対するファジィクラスタリングの主成分分析による評価2019
- Author(s)
  村山喬則，佐藤美佳
- Organizer
  第 35 回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Cluster-Scaled Regression Analysis for High-Dimension and Low-Sample Size Data2018
- Author(s)
  M. Sato-Ilic
- Organizer
  Knowledge-Based and Intelligent Information & Engineering Systems - Intelligent Decision Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] 分類構造に基づく異常検知手法2018
- Author(s)
  小林大悟, 佐藤美佳
- Organizer
  2018年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Soft Clustering-based Models2018
- Author(s)
  M.Sato-Ilic
- Organizer
  23rd International Conference on Computattional Statistics (COMPSTAT 2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Homogeneous Cluster Analysis2018
- Author(s)
  M.Sato-Ilic
- Organizer
  Complex Adaptive Systems 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Cluster-Scaled Intelligent Data Analysis（基調講演）2018
- Author(s)
  M. Sato-Ilic
- Organizer
  3rd International Conference on Smart Computing & Informatics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] 高次元小標本データに対するT-ノルムに基づくマルチレイヤークラスタリング2018
- Author(s)
  伊藤佳輝, 元田卓, 佐藤美佳
- Organizer
  第34回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Modeling New Complex Data Structures (基調講演)2017
- Author(s)
  M. Sato-Ilic
- Organizer
  Complex Adaptive Systems 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] A Fuzzy Clustering based Data Fusion Method2017
- Author(s)
  M. Sato-Ilic
- Organizer
  11th International Conference on Computational and Financial Econometrics and 10th International Conference of the ERCIM Working Group on Computational and Methodological Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Cluster Identification and Scaling Methods based on Comparative Quantification for Dissimilarity Data2017
- Author(s)
  M. Sato-Ilic, P. Ilic
- Organizer
  The 2017 IEEE International Conference on Fuzzy Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Asymmetric Clustering Methods based on Orthogonal Projector to the Intersection of Subspaces2017
- Author(s)
  M. Sato-Ilic
- Organizer
  2017年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] ３元マルチソースデータに対する同時ファジィクラスタリング手法2017
- Author(s)
  矢吹健二、佐藤美佳
- Organizer
  第 33 回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Cluster-Scaled Forecasting Method For High-Dimension Low-Sample Size Data2017
- Author(s)
  M. Sato-Ilic
- Organizer
  The 6th Japanese-German Symposium on Classification
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] Knowledge-based Comparable Predicted Values in Regression Analysis2017
- Author(s)
  M. Sato-Ilic
- Organizer
  Complex Adaptive Systems 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00043
[Presentation] 離島における分類構造を利用した人口減少に関する解析2016
- Author(s)
  吉元翔汰, イリチュ美佳
- Organizer
  日本分類学会第34回大会
- Place of Presentation
  東海大学高輪キャンパス（東京都港区）
- Year and Date
  2016-02-29
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] A Model of Cluster Loading and Its Application for a Variable Selection of High Dimension Low Sample Size Data2016
- Author(s)
  J. Chen, M. Sato-Ilic
- Organizer
  日本分類学会第34回大会
- Place of Presentation
  東海大学高輪キャンパス（東京都港区）
- Year and Date
  2016-02-29
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] 判定式に基づくカーネルk-means法2016
- Author(s)
  辻陽介, イリチュ美佳
- Organizer
  日本分類学会第34回大会
- Place of Presentation
  東海大学高輪キャンパス（東京都港区）
- Year and Date
  2016-02-29
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] 外的基準を持つデータの主成分に基づく変数選択法2016
- Author(s)
  山本智基, イリチュ美佳
- Organizer
  日本分類学会第34回大会
- Place of Presentation
  東海大学高輪キャンパス（東京都港区）
- Year and Date
  2016-02-29
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] 高次元小標本データの変数選択法2016
- Author(s)
  イリチュ（佐藤）美佳
- Organizer
  第40回日本知能情報ファジィ学会東海支部研究会
- Place of Presentation
  日間賀島サービスセンター（愛知県・南知多町）
- Year and Date
  2016-02-11
- Invited
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] Soft Data Analysis Based on Cluster Scaling2016
- Author(s)
  M. Sato-Ilic
- Organizer
  Soft Computing Applications (SOFA) 2016
- Place of Presentation
  Arad, Rumania
- Year and Date
  2016-08-25
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] A Fuzzy Cluster Scaling Model2015
- Author(s)
  M. Sato-Ilic
- Organizer
  8th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics
- Place of Presentation
  London (UK)
- Year and Date
  2015-12-12
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] Clustering-based Models for High-dimensional Data2015
- Author(s)
  M. Sato-Ilic
- Organizer
  The 9th Conference of the Asian Regional Section of the International Association for Statistical Computing
- Place of Presentation
  Singapore (Singapore)
- Year and Date
  2015-12-17
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] ラベル付き高次元小標本データに対するクラスター負荷量を考慮した変数選択法2015
- Author(s)
  陳嘉欣, イリチュ(佐藤) 美佳
- Organizer
  第10回筑波大学ソフトコンピューティング学域セミナー研究会
- Place of Presentation
  筑波大学, 茨城県つくば市
- Year and Date
  2015-03-09
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] Clustering Innovations in Data Science2014
- Author(s)
  Sato-Ilic, M.
- Organizer
  Complex Adaptive Systems 2014 Conference
- Place of Presentation
  Philadelphia (アメリカ合衆国)
- Year and Date
  2014-11-04
- Invited
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Clustering Innovations in Data Science2014
- Author(s)
  M. Sato-Ilic
- Organizer
  Complex Adaptive Systems 2014 Conference
- Place of Presentation
  Philadelphia, USA
- Year and Date
  2014-11-04
- Invited
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] Clustering-based Models from Model-based Clustering2014
- Author(s)
  M. Sato-Ilic
- Organizer
  Department of Databases and Machine Learning, LIP6, University of Paris (UPMC),　Paris, France in cooperation with the France chapter of the IEEE Computational　Intelligence Society
- Place of Presentation
  Paris, France
- Year and Date
  2014-09-11
- Invited
- Data Source
  KAKENHI-PROJECT-26330033
[Presentation] Cluster Harnessing Analyses for High Dimension Low Sample-Size Data2012
- Author(s)
  M. Sato-Ilic
- Organizer
  Department of Databases and Machine Learning, LIP6, University of Paris (UPMC)
- Place of Presentation
  パリ大学, パリ, フランス
- Year and Date
  2012-03-22
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Cluster-based Scaling for Symbolic Data and its Applications in Decision Making2012
- Author(s)
  M. Sato-Ilic
- Organizer
  4th International Conference on Intelligent Decision Technologies (KES-IDT2012)
- Place of Presentation
  長良川国際会議場, 岐阜県岐阜市
- Year and Date
  2012-05-25
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Intelligent Symbolic Clustering through High Dimensional Space2011
- Author(s)
  M. Sato-Ilic
- Organizer
  Department of Databases and Machine Learning, LIP6, University of Paris (UPMC)
- Place of Presentation
  パリ大学, パリ, フランス
- Year and Date
  2011-04-08
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Identification of a Classifier on Subspace of Attributes for Symbolic Data2011
- Author(s)
  M. Sato-Ilic
- Organizer
  2011 年度統計関連学会連合大会
- Place of Presentation
  九州大学（福岡市）
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Intelligent Symbolic Clustering through High Dimensional Space2011
- Author(s)
  M. Sato-Ilic
- Organizer
  UPMC Seminar(招待講演)
- Place of Presentation
  University of Paris(France)
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Identification of a Classifier on Subspace of Attributes for Symbolic Data2011
- Author(s)
  Sato-Ilic, M.
- Organizer
  2011年度統計関連学会連合大会
- Place of Presentation
  九州大学
- Year and Date
  2011-09-05
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Clustering High Dimension Low Sample-Size Data with Fuzzy Cluster-based Principal Component Analysis2011
- Author(s)
  Sato-Ilic, M.
- Organizer
  The 58th World Statistics Congress of the International Statistical Institute
- Place of Presentation
  Convention Centre, Dublin, Ireland
- Year and Date
  2011-08-23
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Application of a Learning-Based Self-Organized Additive Fuzzy Clustering Method Integrated with the COSA Algorithm2011
- Author(s)
  T. Kuwata and M. Sato-Ilic
- Organizer
  The 8th International Symposium on Management Engineering
- Place of Presentation
  Chang Yung-Fa Foundation Hall(Taiwan)
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Clustering High Dimension Low Sample-Size Data with Fuzzy Cluster-based Principal Component Analysis2011
- Author(s)
  M. Sato-Ilic
- Organizer
  the 58th ISI World Statistics Congress
- Place of Presentation
  Dublin Convention Centre(Ireland)
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Fuzzy Classification Structure Based Analyses Through High Dimensional Data Space2010
- Author(s)
  M.Sato-Ilic
- Organizer
  Joint meeting of Japan-Korea Special Conference of Statistics(招待講演)
- Place of Presentation
  岡山大学岡山県岡山市
- Year and Date
  2010-02-02
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Fuzzy Clusterwise Analyses in High Dimensional Space2010
- Author(s)
  M.Sato-llic
- Organizer
  Seventh International Symposium on Management Engineering
- Place of Presentation
  北九州国際会議場福岡県小倉市(基調講演)
- Year and Date
  2010-08-27
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] AGeneral Kernel based Model for Fuzzy Clustering2010
- Author(s)
  M.Sato-llic
- Organizer
  2010年度統計関連学会連合大会
- Place of Presentation
  早稲田大学東京都新宿区
- Year and Date
  2010-09-08
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Fuzzy Clusterwise Analyses in High Dimensional Space2010
- Author(s)
  M.Sato-Ilic
- Organizer
  Seventh International Symposium on Management Engineering(基調講演)(Outstanding Contribution Award 受賞)
- Place of Presentation
  北九州国際会議場, 福岡県小倉市
- Year and Date
  2010-08-27
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 学習を考慮した自己組織化加法的ファジィクラスタリング2010
- Author(s)
  桑田智幸, 佐藤美佳
- Organizer
  日本計算機統計学会第24回大会
- Place of Presentation
  統計数理研究所東京都立川市
- Year and Date
  2010-05-15
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Generalized Aggregation Operator and Its Application to Clustering2010
- Author(s)
  M.Sato-llic
- Organizer
  26th Fuzzy System Symposium
- Place of Presentation
  広島大学広島県東広島市
- Year and Date
  2010-09-13
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 学習型自己組織化加法的ファジィクラスタリングの脳波データへの適用2010
- Author(s)
  桑田智幸, 佐藤美佳
- Organizer
  26th Fuzzy Sys tem Symposium
- Place of Presentation
  広島大学広島県東広島市
- Year and Date
  2010-09-13
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Fuzzy Classification Structure Based Analyses through High Dimensional Data Space2010
- Author(s)
  M.Sato-Ilic
- Organizer
  Joint meeting of Japan-Korea Special Conference of Statistics(招待講演)
- Place of Presentation
  岡山大学,岡山県岡山市
- Year and Date
  2010-02-02
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 学習型自己組織化加法的ファジィクラスタリング手法2010
- Author(s)
  桑田智幸, 佐藤美佳
- Organizer
  第21回ソフトコンピューティング若手研究会講演予稿集
- Place of Presentation
  東京工業大学東京都目黒区
- Year and Date
  2010-05-15
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 確率距離に基づくクラスター構造分析2009
- Author(s)
  呉迪, 佐藤美佳, 桑田智幸, 小林勇
- Organizer
  第25回ファジィシステムシンポジウム
- Place of Presentation
  筑波大学茨城県つくば市
- Year and Date
  2009-07-15
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 類似度のAlignmentに基づくファジィクラスター数の選択2009
- Author(s)
  佐藤美佳, 呉迪
- Organizer
  2009年度統計関連学会連合大会
- Place of Presentation
  同志社大学京都府京都市
- Year and Date
  2009-09-07
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 自己組織化カーネルファジィクラスタリングモデルとその応用2009
- Author(s)
  桑田智幸, 佐藤美佳
- Organizer
  第25回ファジィシステムシンポジウム
- Place of Presentation
  筑波大学茨城県つくば市
- Year and Date
  2009-07-14
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Kernel Aggregation Operatorと多次元尺度法への応用2009
- Author(s)
  高橋翔太, 佐藤美佳
- Organizer
  第25回ファジィシステムシンポジウム
- Place of Presentation
  筑波大学茨城県つくば市
- Year and Date
  2009-07-15
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 脳波データのファジィクラスタリングに基づく回帰分析2009
- Author(s)
  張替裕矢, 佐藤美佳
- Organizer
  第25回ファジィシステムシンポジウム
- Place of Presentation
  筑波大学茨城県つくば市
- Year and Date
  2009-07-14
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] ファジィクラスタリングに基づく区間データ解析とその応用2009
- Author(s)
  佐藤美佳
- Organizer
  日本オペレーションズ・リサーチ学会「不確実性環境下での意思決定の理論と応用」研究部会第6回研究会、及び「ソフトコンピューティングとOR」研究部会第10回研究会
- Place of Presentation
  関西学院大学大阪府大阪市
- Year and Date
  2009-02-28
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 一般化Aggregation Operatorとカーネルクラスタリングモデルへの応用2009
- Author(s)
  佐藤美佳
- Organizer
  日本計算機統計学会第23回シンポジウム
- Place of Presentation
  札幌学院大学北海道江別市
- Year and Date
  2009-11-08
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 重み付け関数を考慮したファジィクラスター構造に基づく湿原画像データの主成分分析2008
- Author(s)
  伊藤聖太、佐藤美佳
- Organizer
  第31回ファジィワークショップ
- Place of Presentation
  法政大学東京都町田市
- Year and Date
  2008-08-02
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Analyses with a Fuzzy Covariance for Interva1-Valued Data2008
- Author(s)
  M. Sato-Ilic
- Organizer
  Recent Advances in Statistical Inference-in Honor of Professor Masafumi Akahira
- Place of Presentation
  筑波大学茨城県つくば市
- Year and Date
  2008-12-15
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Principal Component Analysis based on Fuzzy Clustering Considering High Dimensional Space2008
- Author(s)
  M. Sato-Ilic
- Organizer
  2008年度新領域融合プロジェクトによる研究会「大規模データ・リンケージ、データマイニングと統計手法」
- Place of Presentation
  統計数理研究所東京都港区
- Year and Date
  2008-12-12
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 区間データの重みつき共分散に基づく主成分分析2008
- Author(s)
  佐藤美佳
- Organizer
  2008年度統計関連学会連合大会
- Place of Presentation
  慶應義塾大学神奈川県横浜市
- Year and Date
  2008-09-09
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] カーネルファジィクラスタリングモデルとその応用2008
- Author(s)
  伊藤聖太、佐藤美佳
- Organizer
  日本知能情報ファジィ学会合同シンポジウム、第17回日本ファジィ学会北信越支部シンポジウム & 第32回関東支部ワークショップ & 第3回人間共生システム研究会
- Place of Presentation
  芦原温泉ホテル・グランディア芳香福井県あわら市
- Year and Date
  2008-11-09
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] 分類の度合いを考慮したデータの分布問距離に基づく変数選択2008
- Author(s)
  小林勇、佐藤美佳
- Organizer
  第31回ファジィワークショップ
- Place of Presentation
  法政大学東京都町田市
- Year and Date
  2008-08-02
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] カーネルファジィクラスタリングモデル2008
- Author(s)
  佐藤美佳
- 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
- Data Source
  KAKENHI-PROJECT-20500252
[Presentation] Fuzzy Clustering-based Models and its Applications
- Author(s)
  佐藤美佳
- Organizer
  日本行動計量学会岡山地域部会第５１回研究会
- Place of Presentation
  岡山理科大学
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Cluster-based Scaling for Symbolic Data and its Applications in Decision Making
- Author(s)
  Sato-Ilic, M.
- Organizer
  The 4th International Conference on Intelligent Decision Technologies
- Place of Presentation
  長良川国際会議場（岐阜県）
- Invited
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] 分類構造に基づく相関分析
- Author(s)
  佐藤美佳
- Organizer
  2013年度統計関連学会連合大会
- Place of Presentation
  大阪大学
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] 評価データのクラスタリングに基づくクラスター間類似度とその応用
- Author(s)
  千葉龍之介, 佐藤美佳
- Organizer
  日本分類学会第31回大会
- Place of Presentation
  中央大学, 東京
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Cluster-based Scaling for Symbolic Data and its Applications in Decision Making
- Author(s)
  M. Sato-Ilic
- Organizer
  4th International Conference on Intelligent Decision Technologies (KES-IDT2012)
- Place of Presentation
  Nagaragawa Convention Center, Gifu, Japan
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Fuzzy Cluster based Principal Component Analysis for High-Dimension and Low-Sample Size Data
- Author(s)
  Sato-Ilic, M.
- Organizer
  2012年度統計関連学会連合大会
- Place of Presentation
  北海道大学（北海道）
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Fuzzy Clustering Induced Correlation for Feature Extraction in Lower Dimension Space
- Author(s)
  M. Sato-Ilic
- Organizer
  The 6th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Place of Presentation
  University of London, London, UK
- Invited
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Fuzzy Cluster based Principal Component Analysis for High-Dimension and Low-Sample Size Data
- Author(s)
  M. Sato-Ilic
- Organizer
  2012年度統計関連学会連合大会講演報告集
- Place of Presentation
  北海道大学, 札幌
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Fuzzy Clustering-based Models
- Author(s)
  佐藤美佳
- Organizer
  第９回筑波大学ソフトコンピューティング学域セミナー
- Place of Presentation
  筑波大学
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Classification of High-Dimension Low-Sample Size Data
- Author(s)
  M. Sato-Ilic
- Organizer
  第28回ファジィシステムシンポジウム講演論文集
- Place of Presentation
  名古屋工業大学, 名古屋
- Data Source
  KAKENHI-PROJECT-23500343
[Presentation] Fuzzy clustering based correlation and its application to principal component analysis
- Author(s)
  Sato-Ilic, M.
- Organizer
  59th ISI World Statistics Congress
- Place of Presentation
  Hong Kong Convention and Exhibition Centre （中華人民共和国香港特別行政区）
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Fuzzy Clustering Induced Correlation for Feature Extraction in Lower Dimension Space
- Author(s)
  Sato-Ilic, M.
- Organizer
  The 6th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Place of Presentation
  University of London （北アイルランド連合王国）
- Invited
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] 分類構造に基づく相関分析
- Author(s)
  佐藤美佳
- Organizer
  2013年度統計関連学会連合大会
- Place of Presentation
  大阪大学（大阪府）
- Invited
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Classification of High-Dimension Low-Sample Size Data
- Author(s)
  Sato-Ilic, M.
- Organizer
  第28回ファジィシステムシンポジウム
- Place of Presentation
  名古屋工業大学（愛知県）
- Data Source
  KAKENHI-PROJECT-22300094
[Presentation] Symbolic Nonlinear Fuzzy Clustering Model
- Author(s)
  M. Sato-Ilic
- Organizer
  ims-APRM2012
- Place of Presentation
  Tsukuba International Congress Center, Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-23500343

1. SHIMIZU Nobuo (00332130)

# of Collaborated Projects: 6 results

# of Collaborated Products: 0 results
2. AOSHIMA Makoto (90246679)

# of Collaborated Projects: 6 results

# of Collaborated Products: 0 results
3. SHIGENO Maiko (40272687)

# of Collaborated Projects: 4 results

# of Collaborated Products: 0 results
4. YOSHISE Akiko (50234472)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
5. TAKAGI Hideaki (30260467)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
6. MISUE Kazuo (50375424)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
7. YAMAMOTO Yoshitsugu (00119033)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. YATA Kazuyoshi (90585803)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. AKAHIRA Masafumi (70017424)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. KOIKE Ken-ichi (90260471)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. OHYAUCHI Nao (40375374)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. IKUINE Fumihiko (10377046)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. UEICHI Hideo (20334534)

# of Collaborated Projects: 1 results

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14. KURATA Hisashi (20508428)

# of Collaborated Projects: 1 results

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15. TAKEHARA Kota (70611747)

# of Collaborated Projects: 1 results

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16. ZHANG Yongbing (80242353)

# of Collaborated Projects: 1 results

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17. OKADA Yukihiko (80432053)

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18. YAMASHITA Keizo (00239964)

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19. KAWANO Satoru (90323295)

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20. TANAKA Kazuo (00227125)

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21. TAKAHITO Kuno (00205113)

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22. ANDO Kazutoshi (00312819)

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23. GOTOH Junya (40334031)

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24. HACHIMORI Masahiro (00344862)

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25. MIYAMOTO Sadaaki (60143179)

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26. ENDO Yasunori (10267396)

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27. ICHIHASHI Hidetomo (30151476)

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28. HONDA Katsuhiro (80332964)

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29. 高橋秀人 (80261808)

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30. 羽田野祐子 (60323276)

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31. SHIRAKAWA Yoko

# of Collaborated Projects: 1 results

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32. KURAMOCHI Ryoko

# of Collaborated Projects: 1 results

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33. NOTAKE Noriko

# of Collaborated Projects: 1 results

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34. MARSALA Christophe

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35. イリチュピーター

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Sato-Ilic Mika イリチュ 美佳 (佐藤 美佳)

ILIC Mika イリチュ 美佳

佐藤美佳

SATO Mika 佐藤 美佳

イリチュ 美佳(佐藤美佳) イリチユ ミカ

SATO-ILIC Mika イリチュ 美佳

佐藤 美佳 サトウ ミカ

イリチュ 美佳(佐藤 美佳) イリチュ ミカ（サトウ ミカ）

イリチュ 美佳(佐藤) イリチュ ミカ（サトウ）

イリチュ 美佳 イリチュ ミカ

柴田 美佳 シバタ ミカ

Research Projects

Research Products

Co-Researchers

Artificial intelligence based nonlinear high-dimensional small sample size data analysis and its social applicationsPrincipal Investigator

Principal Investigator

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Research Category

Review Section

Research Institution

Analysis of 3-Way Time Series High-Dimension Low-Sample Size Data and Its ApplicationsPrincipal Investigator

Principal Investigator

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Review Section

Research Institution

High-Dimension Low-Sample-Size Big Data Analysis by Higher Order MetricsPrincipal Investigator

Principal Investigator

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Research Institution

Big data analytics by multidimensional cluster scaling and its social applicationsPrincipal Investigator

Principal Investigator

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Engineering model and verification for regional medical service systems including hospitals

Principal Investigator

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Medical Service Science in Regional Key Hospitals for Patients and Staff Satisfaction

Principal Investigator

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Development of clusterwise methods for high dimensional symbolic data and its applicationsPrincipal Investigator

Principal Investigator

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Theories and Methodologies for High-Dimensional Data Analysis

Principal Investigator

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Development of a high dimensional aggregation operator and its application to a clustering modelPrincipal Investigator

Principal Investigator

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

Principal Investigator

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Optimization of Systems having Uncontrollable Subsystems

Principal Investigator

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Research Institution

Sato-Ilic Mika イリチュ美佳 (佐藤美佳)

ILIC Mika イリチュ美佳

SATO Mika 佐藤美佳

イリチュ美佳(佐藤美佳) イリチユミカ

SATO-ILIC Mika イリチュ美佳

佐藤美佳サトウミカ

イリチュ美佳(佐藤美佳) イリチュミカ（サトウミカ）

イリチュ美佳(佐藤) イリチュミカ（サトウ）

イリチュ美佳イリチュミカ

柴田美佳シバタミカ