MOTODA Hiroshi 元田浩

Researcher Number	00283804
Other IDs
Affiliation (based on the past Project Information) *help	1996 – 2005: 大阪大学, 産業科学研究所, 教授 1999: 大阪大学, 産業化学研究所, 教授 1999: 大阪大学, 産業科学研究科, 教授
Review Section/Research Field	Principal Investigator Intelligent informatics / Science and Engineering / Intelligent informatics Except Principal Investigator Intelligent informatics / Intelligent informatics
Keywords	Principal Investigator 機械学習 / データマイニング / 知識獲得 / Machine Learning / 知識発見 / 属性構築 / 属性選択 / Data Mining / Knowledge Acquisition / Feature Construction … More / Feature Selection / 数値属性離散化 / 時系列解析 / クラスタリング / 視覚化 / グラフに基づく学習 / 帰納推論 / Time Series Analysis / Graph Mining / Clustering / Knowledge Discovery / グラフマイニング / Minimal Cover / Knowledge Maintenance / Environmental Change Detection / Discretization of Numeric Attribute / Case-base Reasoning / 双対化 / 極小被覆計算 / 知識の整合性維持 / 環境変化の検知 / 事例ベース推論 / International Collaboration / Numerical Discretization / Case Selection / AIC / MDL / 国際情報交換 / 事例選択 / User Interface / Command Prediction / Classification Rule Learning / Inductive Inference / Graph-Based Induction / 帰納推理 / ユーザインターフェイス / コマンド予測 / 分類規則学習 / 時系列相関 / データ前処理 / ユーザインタラクション / データ収集 / 属性構成 / 知識の整合性 / 知識ベース … More Except Principal Investigator データマイニング / グラフ構造 / data mining / タスクオントロジー / オントロジー / quantitative association rules / graph mining / three dimensional structure / physiological activity correlation / graph structure / 定量的相関規則 / グラフマイニング / 3次元構造 / 化学生理活性相関 / MUNAGENESITY / CARCINOGENESITY / MOLECULAR STRUCTURE / ISOMOPHISM / CANONICAL FORM / ADJACENCY MATRIX / DATA MINING / GRAPH STRUCTURE / 変異原性 / 発ガン性 / 分子構造 / 同型性 / 正準形 / 隣接行列 / Guideline for ontology development / Roles / Domain ontology / task ontology / an environment for ontology construction / Theories of ontology / 知識工学 / 構築方法論 / ロール / オントロジー構築支援環境 / オントロジー開発ガイドライン / ロール概念 / ドメインオントロジー / オントロジー開発環境 / オントロジー理論 / artificial intelligence / wavelet analysis / rule discovery / statistical science / machine learning / scientific database / knowledge discovery / 人工知能 / ウェーブレット / 法則発見 / 統計科学 / 機械学習 / 科学データベース / 知識発見 / Intelligent Educational Systems / Ontology / Training System / マルチメディア / ディジタル教科書 / オーサリングツール / 知的教育システム / 訓練システム / 定量的バスケット分析 / 数値バスケット分析 / 薬品処方規則 / 部分空間クラスタリング / 定量的多頻度アイテム集合 / 数値相関規則 / 類似性距離尺度 / 無効ベクトル / 距離類似性尺度 / 情報量縮約 / 特徴ベクトル / 数学的不変量 / 高速フーリエ変換 / ビット配列パターン / 汎用検索手法 Less

数値相関ルール高速完全探索手法の開発と薬品処方規則発見への適用評価
- Principal Investigator
  
  鷲尾隆
- Project Period (FY)
  2005 – 2007
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Development of 3 dimensional graph mining techniques and systems to identify physiologically active parts in chemical compounds
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Development of Constructive Induction Method of Useful Attributes from Complex Structured DataPrincipal Investigator
- Principal Investigator
  
  MOTODA Hiroshi
- Project Period (FY)
  2004 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
多様な形式データからの特徴抽出に基づく一元的検索手法の開発
- Principal Investigator
  
  鷲尾隆
- Project Period (FY)
  2002 – 2004
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
「情報洪水時代におけるアクティブマイニングの実現」の推進と評価Principal Investigator
- Principal Investigator
  
  元田浩
- Project Period (FY)
  2001 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Review Section
  
  Science and Engineering
- Research Institution
  Osaka University
構造データからのアクティブマイニングPrincipal Investigator
- Principal Investigator
  
  元田浩
- Project Period (FY)
  2001 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Review Section
  
  Science and Engineering
- Research Institution
  Osaka University
Development of Knowledge Acquisition System that can Adapt to Environment ChangePrincipal Investigator
- Principal Investigator
  
  MOTODA Hiroshi
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
DEVELOPMENT OF A GRAPH STRUCTURE DATAMINING METHOD AND IDENTIFICATION SYSTEM OF ACTIVE MOLECULE SUBSTRU CTURES
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2000 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  OSAKA UNIVERSITY
複雑な知識構造を有す体系からの有意属性の構成的帰納基盤技術の研究Principal Investigator
- Principal Investigator
  
  元田浩
- Project Period (FY)
  1999 – 2000
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Fundamental theories of ontology and development of an environment for ontology construction
- Principal Investigator
  
  MIZOGUCHI Riichiro
- Project Period (FY)
  1999 – 2001
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Integrated Machine Learning Workbench for Data MiningPrincipal Investigator
- Principal Investigator
  
  MOTODA Hiroshi
- Project Period (FY)
  1999 – 2001
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Knowledge Discovery in Databases
- Principal Investigator
  
  MIYANO Satoru
- Project Period (FY)
  1998 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas (A)
- Research Institution
  The University of Tokyo
知識の世代交代が容易な可塑性型知識ベースの構築方法に関する研究Principal Investigator
- Principal Investigator
  
  元田浩
- Project Period (FY)
  1997 – 1998
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Research on User-Adaptive Interface that Learns to Improve its PerformancePrincipal Investigator
- Principal Investigator
  
  MOTODA Hiroshi
- Project Period (FY)
  1997 – 1999
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
An Intelligent Digital Textbook for electric power substation pretator
- Principal Investigator
  
  MIZOGUCHI Riichiro
- Project Period (FY)
  1996 – 1998
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University

All 2007 2006 2005 2004 Other

All Journal Article Book Patent

[Book] Mining Graph Data (Chap. 8, pp.203-226,)(Eds : Diane J. Cook and Lawrence B. Holder) (Wiley-Interscience,A John Wiley ＆ Sons, Inc., Publication)2006
- Author(s)
  Kouzou Ohara, Phu Chien Nguyen, Akira Mogi, Hiroshi Motoda, Takashi Washio
- Total Pages
  24
- Publisher
  Constructing Decision Teee Based on Chunkingless Graph-Based Induction
- Data Source
  KAKENHI-PROJECT-16300045
[Book] Mining Graph Data (Chap.8, pp.203-226)(Eds : Diane J. Cook and Lawrence B. Holder)(Wi1ey-Interscience)(A John Wiley ＆ Sons, Inc., Publication)2006
- Author(s)
  Kouzou Ohara, Phu Chien Nguyen, Akira Mogi, Hiroshi Motoda, Takashi Washio
- Total Pages
  24
- Publisher
  Constructing Decision Teee Based on Chunkingless Graph-Based Induction
- Data Source
  KAKENHI-PROJECT-17650042
[Book] Mining Graph Data, Chap. 8, pp. 203-226(Eds : Diane J. Cook and Lawrence B. Holder)(Wiley-Interscience, A John Wiley ＆ Sons, Inc., Publication)2006
- Author(s)
  Kouzou Ohara, Phu Chien Nguyen, Akira Mogi, Hiroshi Motoda, Takashi Washio
- Total Pages
  24
- Publisher
  Constructing Decision Teee Based on Chunkingless Graph-Based Induction
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] A Classification Method Based on Subspace Clustering and Association Rules2007
- Author(s)
  Takashi Washio, Koutarou Nakanishi and Hiroshi Motoda
- Journal Title
  
  New Generation Computing Vol.25
  
  Pages: 235-245
- NAID
  10022006874
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Communicability Criteria of Law Equation Discovery2007
- Author(s)
  Takashi Washio and Hiroshi Motoda
- Journal Title
  
  Computational Discovery of Scientific Knowledge LNAI4660
  
  Pages: 98-119
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Mutagenicity Risk Analysis by Using Class Association Rules2006
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  2nd JSAI International Workshop. Post Proc. of First International Workshop on Risk Management Systems with Intelligent Data Analysis (RMDA-2005) LNAI 4012
  
  Pages: 436-445
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] A study on rough set-aided feature selection for automatic web-page classification2006
- Author(s)
  Toshiko Wakaki, Hiroyuki Itakura, Masaki Tamura, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  WIAS Journal, IOS Press Vol. 4,No. 4
  
  Pages: 431-441
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Scientific Discovery of Dynamic Models Based on Scale-type Constraints2006
- Author(s)
  Fuminori Adachi, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  IPSJ Transactions on Mathematical Modeling and Its Applications Vol.47, No.SIG14
  
  Pages: 31-42
- NAID
  110002950941
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Analysis on a Relation between Enterprise Profit and Financial Sate by Using Data Mining Techniques2006
- Author(s)
  Takashi Washio, Yasuo Shinnou, Katsutoshi Yada, Hiroshi Motodaand, Takashi Okada
- Journal Title
  
  Working Notes of RM2006 : Workshop on Risk Mining, Data Mining for Detection, Analysis and Utilization of Risk Information,Collocated with The 20th National Meeting of JSAI 2006 LNAI 4384
  
  Pages: 35-46
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] グラフマイニングとその統計的モデリングへの応用2006
- Author(s)
  鷲尾隆, 樋口知之, 井元清哉, 玉田嘉紀, 佐藤健, 元田浩
- Journal Title
  
  統計数理,特集「予測と発見」 Vol. 54,No. 2
  
  Pages: 315-331
- NAID
  120006019046
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 適応的密度基準に基づく部分空間クラスタリングを用いた定量的多頻度アイテム集合のマイニング2006
- Author(s)
  光永悠紀, 鷲尾隆, 元田浩
- Journal Title
  
  入工知能学会論文誌 Vol. 21,No.5
  
  Pages: 439-449
- NAID
  10022006695
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 適応的密度基準に基づく部分空間クラスタリングを用いた定量的多頻度アイテム集合のマイニング2006
- Author(s)
  光永悠紀, 鷲尾隆, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol. 21,No. 5
  
  Pages: 439-449
- NAID
  10022006695
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction2006
- Author(s)
  Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of 10th Pacific-Asia Conference, PAKDD2006, Advances in Knowledge Discovery and Data Mining LNAI 3918
  
  Pages: 390-399
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] A Method to Search ARX Model Orders and Its Application to Sales Dynamics Analysis2006
- Author(s)
  Kenta Fukata, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  Proc. of Sixth IEEE International Conference on Data Mining, Workshop on Risk Mining 2006 #27020114 (CD-ROM)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Mining Discreminative Patterns from Graph Structured Data with Constrained Search2006
- Author(s)
  Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of the Workshop on Mining and Learning with Graphs, 17th European Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
  
  Pages: 205-212
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] グラフマイニングとその統計的モデリングへの応用2006
- Author(s)
  鷲尾隆, 樋口知之, 井元清哉, 玉田嘉紀, 佐藤健, 元田浩
- Journal Title
  
  統計数理,特集「予測と発見」 Vol. 54, No. 2
  
  Pages: 315-331
- NAID
  120006019046
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Mining Discreminative Patterns from Graph Structured Data with Constrained Search2006
- Author(s)
  Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of the Workshop on Mining and Learning with Graphs. 17ty Eupropean Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
  
  Pages: 205-212
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Mutagenicity Risk Analysis by Using Class Association Rules2006
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  2nd JSAI International Workshop, Post Proc. of First International Workshop on Risk Management Systems with Intelligent Data Analysis (RMDA-2005) LNAI 4012
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 部分空間クラスタリングと相関規則に基づく分類学習手法2006
- Author(s)
  中西耕太郎, 鷲尾隆, 光永悠紀, 藤本敦, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol. 21,No. 6
  
  Pages: 526-536
- NAID
  130005023439
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] グラフマイニングとその統計的モデリングへの応用2006
- Author(s)
  鷲尾隆, 樋口知之, 井元清哉, 玉田嘉紀, 佐藤健,元田浩
- Journal Title
  
  統計数理,特集「予測と発見」 Vol.54.No.2
  
  Pages: 315-331
- NAID
  120006019046
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Mutagenicity Risk Analysis by Using Class Association Rules2006
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  2nd JSAI International Workshop, Post Proc. of First International Workshop on Risk Management Systems with Intelligent Data Analysis (RMDA) LNAI 4012
  
  Pages: 436-445
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Extracting Discriminative Patterns from Graph Structured Data using Constrained Search2006
- Author(s)
  Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of the 2006 Pacific Rim Knowledge Acquisition Workshop (PKAW 2006) in conjunction with the 9th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2006)
  
  Pages: 62-72
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] 部分空間クラスタリングと相関規則に基づく分類学習手法2006
- Author(s)
  中西耕太郎, 鷲尾隆, 光永悠紀, 藤本敦, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol. 21, No. 6
  
  Pages: 526-536
- NAID
  130005023439
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] グラフマイニングとその統計的モデリングへの応用2006
- Author(s)
  鷲尾隆, 樋口知之, 井元清哉, 玉田嘉紀, 佐藤健, 元田浩
- Journal Title
  
  総計数理,特集「予測と発見」 Vol. 54,No. 2
  
  Pages: 315-331
- NAID
  120006019046
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction2006
- Author(s)
  Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of 10th Pacific-Asia Conference, PAKDD2006, Advances in Knowledge Discovery and Data Mining LNAI 3918
  
  Pages: 390-399
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Analysis on a Relation between Enterprise Profit and Financial Sate by Using Data Mining Techniques2006
- Author(s)
  Takashi Washio, Yasuo Shinnou, Katsutoshi Yada, Hiroshi Motodaand, Takashi Okada
- Journal Title
  
  Working Notes of RM2006 : Workshop on Risk Mining, Data Mining for Detection, Analysis and Utilization of Risk Information, Collocated with The 20th National Meeting of JSAI2006 LNAI 4384
  
  Pages: 35-46
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Scientific Discovery of Dynamic Models Based on Scale-type Constraints2006
- Author(s)
  Fuminori Adachi, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  IPSJ Transactions on Mathematical Modeling and Its Applications Vol. 47,No. SIG14
  
  Pages: 31-42
- NAID
  110002950941
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 適応的密度基準に基づく部分空間クラスタリングを用いた定量的多頻度アイテム集合のマイニング2006
- Author(s)
  光永悠紀, 鷲尾隆, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol. 21, No. 5
  
  Pages: 439-449
- NAID
  10022006695
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] A study on rough set-aided feature selection for automatic web-page classification2006
- Author(s)
  Toshiko Wakaki, Hiroyuki Itakura, Masaki Tamura, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  WIAS Journal, IOS Press Vol. 4, No. 4
  
  Pages: 431-441
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 部分空間クラスタリングと相関規則に基づく分類学習手法2006
- Author(s)
  中西耕太郎, 鷲尾隆, 光永悠紀, 藤本敦, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol.21, No.6
  
  Pages: 526-536
- NAID
  130005023439
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Analysis on a Relation between Enterprise Profit and Financial Sate by Using Data Mining Techniques2006
- Author(s)
  Takashi Washio, Yasuo Shinnou, Katsutoshi Yada, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  Working Notes of RM2006 : Workshop on Risk Mining, Data Mining for Detection, Analysis and Utilization of Risk Information, Collocated with The 20th National Meeting of JSAI2006 LNAI 4384
  
  Pages: 35-46
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] A Method to Search ARX Model Orders and Its Application to Sales Dynamics Analysis2006
- Author(s)
  Kenta Fukata, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  Proc. of Sixth IEEE International Conference on Data Mining, Workshop on Risk Mining 2006 (CD-ROM)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Mining Discreminative Patterns from Graph Structured Data with Constrained Search2006
- Author(s)
  Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of the Workshop on Mining and Learning with Graphs, 17ty Eupropean Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
  
  Pages: 205-212
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Extracting Discriminative Patterns from Graph Structured Data using Constrained Search2006
- Author(s)
  Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Proc. of the 2006 Pacific Rim Knowledge Acquisition Workshop (PKAW 2006), Workshop held in conjunction with the 9th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2006)
  
  Pages: 62-72
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] 適応的密度基準に基づく部分空間クラスタリングを用いた定量的多頻度アイテム集合のマイニング2006
- Author(s)
  光永悠紀, 鷲尾隆, 元田浩
- Journal Title
  
  人工知能学会論文誌 Vol.21, No.5
  
  Pages: 439-449
- NAID
  10022006695
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Mining Quantitative Frequent Itemsets Using Adaptive Density-based Subspace Clustering2005
- Author(s)
  Takashi Washio, Yuki Mitsunaga, Hiroshi Motoda
- Journal Title
  
  Proc.of the Fifth IEEE International Conference on Data Mining ICDM-05
  
  Pages: 793-796
- NAID
  10022006695
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Deriving Class Association Rules Based on Levelwise Subspace Clustering2005
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda
- Journal Title
  
  Proc.of 9th European Conference on Principles and Practice of Knowledge Discovery in Databases LNAI PKDD-2005
  
  Pages: 692-700
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Enhancing the plausibility of law equation discovery through cross check among multiple scale-type-based models2005
- Author(s)
  Takashi Washio, Hiroshi Motoda, Yuji Niwa
- Journal Title
  
  Journal of Experimental & Theoretical Artificial Intelligence, Vol.17, No.1-2
  
  Pages: 129-143
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] SCALETRACK : A System to discover Dynamic Law Equations Containing Hidden States and Chaos2005
- Author(s)
  Takashi Washio, Fuminori Adachi, Hiroshi Motoda
- Journal Title
  
  Proc.of Discovery Science, 8th Int.Conf. DS2005
  
  Pages: 253-266
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Mining Quantitative Frequent Itemsets Using Adaptive Density-based Subspace Clustering2005
- Author(s)
  Takashi Washio, Yuki Mitsunaga, Hiroshi Motoda
- Journal Title
  
  Proc.of ICDM-05: The Fifth IEEE International Conference on Data Mining ICDM-05
  
  Pages: 793-796
- NAID
  10022006695
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Mutagenicity Risk Analysis by Using Class Association Rules2005
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  Proc.of First International Workshop on Risk Management Systems with Intelligent Data Analysis RMDA-2005
  
  Pages: 23-34
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Mutagenicity Risk Analysis by Using Class Association Rules2005
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda, Takashi Okada
- Journal Title
  
  Proc.of First International Workshop on Risk Management Systems with Intelligent Data Analysis RMDA-2005
  
  Pages: 23-34
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Memory Management of Density-Based Spam Filter2005
- Author(s)
  Kenichi Yoshida, Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Teruaki Homma, Akihiro Hakashima, Hiromitsu Fujikawa, Katsuyuki Yamazaki
- Journal Title
  
  Proc.of 2005 Symposium on Applications and the Internet : Saint 2005 Vol.1
  
  Pages: 370-376
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] Deriving Class Association Rules Based on Levelwise Subspace Clustering2005
- Author(s)
  Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda
- Journal Title
  
  Proc.of 9th European Conference on Principles and Practice of Knowledge Discovery in Databases LNAI PKDD-2005
  
  Pages: 692-700
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics2005
- Author(s)
  Takashi Washio, Fuminori Adachi, Hiroshi Motoda
- Journal Title
  
  Proc.of Nineteenth International Joint Conference on Artificial Intelligence IJCAI2005
  
  Pages: 1642-1644
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Multi-structure Information Retrieval Method Based on Transformation Invariance2005
- Author(s)
  F.Adachi, T.Washio, A.Fujimoto, H.Motoda, H.Hanafusa
- Journal Title
  
  New Generation Computing 23・4
  
  Pages: 291-314
- Data Source
  KAKENHI-PROJECT-17650042
[Journal Article] Cl-GBI : A Novel Approach for Extracting Typical Paterns from Graph-Structured Data2005
- Author(s)
  Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Lecture Notes in Computer Science, LNAI3518,Advances in Knowledge Discovery and Data Mining : PAKDD 2005(Springer-Verlag) LNAI3518
  
  Pages: 639-649
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Enhancing the plausibility of law equation discovery through cross check among multiple scale-type-based models2005
- Author(s)
  Takashi Washio, Hiroshi Motoda, Yuji Niwa
- Journal Title
  
  Journal of Experimental & Theoretical Artificial Intelligence. Vol.17, No.1-2
  
  Pages: 129-143
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] A General Framework for Mining Frequent Subgraphs from Labeled Graphs2005
- Author(s)
  Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  Journal of Fundamenta Informatiae, Special issue on Acvances in Mining Graphs, Trees and Sequence 66・1-2
  
  Pages: 53-82
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Analysis of Hepatitis Dataset by Using Cl-GBI2004
- Author(s)
  Akira Mogi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Tkashi Washio
- Journal Title
  
  Proc.of Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining SIG-KBS-A403
  
  Pages: 43-48
- NAID
  110003205565
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Application of DT-GBI to Promoter and Hepatitis Datasets2004
- Author(s)
  H.Motoda
- Journal Title
  
  Proc.of the Knowledge Discovery in BioMedicine Vol.1/1
  
  Pages: 10-40
- Data Source
  KAKENHI-PROJECT-13131206
[Journal Article] Using a Hash-Based Method for Apriori-Based Graph Mining2004
- Author(s)
  Phu Chien Nguyen, Takashi Washio, Kouzou Ohara, Hiroshi Motoda
- Journal Title
  
  Proc. of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD2004) LNAI3202
  
  Pages: 349-361
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Extention of Basket Analysis and Quantitative Association Rule Mining2004
- Author(s)
  Takashi Washio, Atsushi Fujimoto, Hiroshi Motoda
- Journal Title
  
  Proc.of Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining SIG-KBS-A403
  
  Pages: 117-122
- NAID
  110003205578
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] Consumer Behavior by Graph Mining Technique2004
- Author(s)
  Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki
- Journal Title
  
  Proc.of Knowledge-Based Intelligent Information and Engineering Systems : 8th International Conference Vol.3214
  
  Pages: 110-119
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Application of DT-GBI to Promoter and Hepatitis Datasets2004
- Author(s)
  H.Motoda
- Journal Title
  
  Proc.of the Knowledge Discovery in BioMedicine
  
  Pages: 10-40
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300046
[Journal Article] Scientific Discovery of Dynamic Hidden States and Differential Law Equations2004
- Author(s)
  Fuminori Adachi, Takashi Washio, Hiroshi Motoda
- Journal Title
  
  Proc.of Joint Workshop of Vientnamese Society of AI, SICKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining SIG-KBS-A403
  
  Pages: 175-180
- NAID
  110003205588
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] Consumer Behavior Analysis by Graph Mining Technique2004
- Author(s)
  Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki
- Journal Title
  
  Proc. of Knowledge Based Intelligent Information and Engineering Systems : 8th International Conference Vol.3214
  
  Pages: 110-119
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] Using a Hash-Based Method for Apriori-Based Graph Mining2004
- Author(s)
  Phu Chien Nguyen, Takashi Washio, Kouzou Ohara, Hiroshi Motoda
- Journal Title
  
  Proc.of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD2004) LNAI3202
  
  Pages: 349-361
- Data Source
  KAKENHI-PROJECT-14658102
[Journal Article] Adaptive Ripple Down Rules method based on minimum description length principle2004
- Author(s)
  Tetsuya Yoshida, Takuya Wada, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  Intelligent Data Analysis Vol.8
  
  Pages: 239-265
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] Application of DT-GBI to Promoter and Hepatitis Datasets2004
- Author(s)
  H.Motoda
- Journal Title
  
  Proc.of the Knowledge Discovery in BioMedicine Vol.1/1
  
  Pages: 10-40
- Data Source
  KAKENHI-PROJECT-16300046
[Journal Article] Extention of Basket Analysis and Quantitative Association Rule Mining2004
- Author(s)
  Takashi Washio, Atsushi Fujimoto, Hiroshi Motoda
- Journal Title
  
  Proc.of Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining SIG-KBS-A403
  
  Pages: 117-122
- NAID
  110003205578
- Data Source
  KAKENHI-PROJECT-16300045
[Journal Article] A study on rough set-aided feature selection for automatic web-page classification
- Author(s)
  Toshiko Wakaki, Hiroyuki Itakura, Masaki Tamura, Hiroshi Motoda, Takashi Washio
- Journal Title
  
  WIAS Journal(IOS Press) Vol.4, No.4
  
  Pages: 431-441
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300045
[Patent] 記号及び数値バスケット分析方法と記号及び数値バスケット分析装置2005
- Inventor(s)
  鷲尾隆, 藤本敦, 元田浩
- Industrial Property Rights Holder
  国立大学法人大阪大学
- Filing Date
  2005-09-28
- Data Source
  KAKENHI-PROJECT-16300045
[Patent] 記号及び数値バスケット分析方法と記号及び数値バスケット分析装置2005
- Inventor(s)
  鷲尾隆, 藤本敦, 元田浩
- Industrial Property Rights Holder
  国立大学法人大阪大学
- Filing Date
  2005-09-28
- Data Source
  KAKENHI-PROJECT-17650042
[Patent] 記号及び数値バスケット分析方法と記号及び数値バスケット分析装置2004
- Inventor(s)
  鷲尾隆, 藤本敦, 元田浩
- Industrial Property Rights Holder
  国立大学法人大阪大学
- Industrial Property Number
  2004-343126
- Filing Date
  2004-11-26
- Data Source
  KAKENHI-PROJECT-16300045

1. WASHIO Takashi (00192815)

# of Collaborated Projects: 13 results

# of Collaborated Products: 59 results
2. YOSHIDA Tetsuya (80294164)

# of Collaborated Projects: 6 results

# of Collaborated Products: 1 results
3. HORIVCHI Tadashi (50294129)

# of Collaborated Projects: 5 results

# of Collaborated Products: 0 results
4. OHARA Kouzou (30294127)

# of Collaborated Projects: 4 results

# of Collaborated Products: 13 results
5. MIZOGUCHI Riichiro (20116106)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
6. YAMAGUCHI Takahira (20174617)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
7. SETA Kazuhisa (50304051)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. KITAMURA Yoshinobu (20252710)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
9. IKEDA Mitsuru (80212786)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
10. 矢田勝俊 (00298811)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
11. MIYANO Satoru (50128104)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. KITAGAWA Genshiro (20000218)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. SUZUKI Einoshin (10251638)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. MORISHITA Shinichi (90292854)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. OKADA Takashi (00103135)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. SATOH Ken (00271635)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 有川節夫 (40037221)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 沼尾正行 (30198551)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 津本周作 (10251555)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. TUBAO Ho (60301199)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. 猪口明博 (70452456)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. 山下洋一 (80174689)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
23. 荒木徹 (50025433)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. 新島耕一 (30047881)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
25. TAKAOKA Yoshiyuki

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
26. TERABE Masahiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

MOTODA Hiroshi 元田 浩

Research Projects

Research Products

Co-Researchers

数値相関ルール高速完全探索手法の開発と薬品処方規則発見への適用評価

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Development of 3 dimensional graph mining techniques and systems to identify physiologically active parts in chemical compounds

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Development of Constructive Induction Method of Useful Attributes from Complex Structured DataPrincipal Investigator

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多様な形式データからの特徴抽出に基づく一元的検索手法の開発

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「情報洪水時代におけるアクティブマイニングの実現」の推進と評価Principal Investigator

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Review Section

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構造データからのアクティブマイニングPrincipal Investigator

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Development of Knowledge Acquisition System that can Adapt to Environment ChangePrincipal Investigator

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DEVELOPMENT OF A GRAPH STRUCTURE DATAMINING METHOD AND IDENTIFICATION SYSTEM OF ACTIVE MOLECULE SUBSTRU CTURES

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複雑な知識構造を有す体系からの有意属性の構成的帰納基盤技術の研究Principal Investigator

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Fundamental theories of ontology and development of an environment for ontology construction

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Integrated Machine Learning Workbench for Data MiningPrincipal Investigator

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Knowledge Discovery in Databases

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知識の世代交代が容易な可塑性型知識ベースの構築方法に関する研究Principal Investigator

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MOTODA Hiroshi 元田浩