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ONODA Takashi  小野田 崇

ORCIDConnect your ORCID iD *help
… Alternative Names

小野田 崇  オノダ タカシ

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Researcher Number 40371661
Other IDs
External Links
Affiliation (Current) 2025: 青山学院大学, 理工学部, 教授
Affiliation (based on the past Project Information) *help 2016 – 2019: 青山学院大学, 理工学部, 教授
2012 – 2014: 一般財団法人電力中央研究所, システム技術研究所, 副研究参事
2008 – 2011: (財)電力中央研究所, システム技術研究所, 上席研究員
2003 – 2005: (財)電力中央研究所, システム技術研究所, 上席研究員
2004: 財団法人電力中央研究所, システム技術研究所, 上席研究員
Review Section/Research Field
Principal Investigator
Intelligent informatics
Except Principal Investigator
Web informatics, Service informatics / Intelligent informatics / Science and Engineering
Keywords
Principal Investigator
active learning / transductive inference / interaction / support vector machine / document retrieval / One-Class classification / 適合性フィードバック / 能動学習 / トランスダクティブ推論 / 相互作用 … More / サポートベクターマシン / 文書検索 / HAI / データマイニング / 知識発見 / 高次統計 / クラスタリング … More
Except Principal Investigator
情報収集 / 観光 / 健康増進 / 価値観 / 推薦システム / ユーザフィードバック / 可視化 / 人工知能 / 制約クラスタリング / 最小ユーザフィードバック / 知的インタラクティブシステム / Webのリンク構造 / ヒューマンインタフェース / 関係学習 / 免疫系 / サポートベクターマシン / エージェント / 適合フィードバック / 情報検索 / インターネット / WWW / Webコミュニティ / 情報ストリーム / 対話的文書検索 / www Less
  • Research Projects

    (5 results)
  • Research Products

    (52 results)
  • Co-Researchers

    (6 People)
  •  Study on Personal Values-based User Modeling for Extending Applicability of Recommendation

    • Principal Investigator
      Takama Yasufumi
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Web informatics, Service informatics
    • Research Institution
      Tokyo Metropolitan University
  •  Development of Interactive Clustering based on Higher Order StatisticsPrincipal Investigator

    • Principal Investigator
      ONODA Takashi
    • Project Period (FY)
      2011 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Central Research Institute of Electric Power Industry
  •  Interactive Information Gathering with Minimal User Feedback

    • Principal Investigator
      YAMADA Seiji
    • Project Period (FY)
      2008 – 2010
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Informatics
  •  Improvement of Efficiency for Interactive Document Retrieval using Transductive InferencePrincipal Investigator

    • Principal Investigator
      ONODA Takashi
    • Project Period (FY)
      2004 – 2005
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Central Research Institute of Electric Power Industry
  •  WWWにおけるメタ情報源の獲得

    • Principal Investigator
      YAMADA Seiji
    • Project Period (FY)
      2001 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      National Institute of Informatics
      Tokyo Institute of Technology

All 2019 2018 2017 2016 2013 2012 2011 2010 2008 2005 2004 Other

All Journal Article Presentation

  • [Journal Article] An Interactive Independent Topic Analysis for a Mass Document Review Service2018

    • Author(s)
      Takahiro Nishigaki, Katsumi Nitta, Takashi Onoda
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 印刷中 Issue: 1 Pages: 1-23

    • DOI

      10.1007/s12626-018-0018-5

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Journal Article] Incremental Learning of Independent Topic Analysis2017

    • Author(s)
      T. Nishigaki, K. Nitta, T. Onoda
    • Journal Title

      International Journal of Computer, Electrical, Automation, Control and Information Engineering

      Volume: 11 Pages: 206-212

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Journal Article] Constrained Independent Topic Analysis2016

    • Author(s)
      西垣,新田,小野田
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 4 Pages: D-FB1_1-13

    • DOI

      10.1527/tjsai.D-FB1

    • NAID

      130005254923

    • ISSN
      1346-0714, 1346-8030
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Journal Article] Comparative Analysis of Relevance for SVMs-based Interactive Document Retrieval2013

    • Author(s)
      Hiroshi Murata, Takashi Onoda,Seiji Yamada
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol.17,No.2 Pages: 149-156

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] Clustering based on independent components2012

    • Author(s)
      Takahiro Nishigaki, Takashi Onoda
    • Journal Title

      Proceedings of the International Workshop on Intelligent Web Interaction 2012 (IWI 2012)

      Volume: 1 Pages: 74-78

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] Careful Seeding Method based on Independent Components Analysis for k-means Clustering2012

    • Author(s)
      Takashi Onoda, Miho Sakai, Seiji Yamada
    • Journal Title

      Journal of Emerging Technologies in Web Intelligence

      Volume: Vol.4 Pages: 51-59

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] Independent based Clustering2012

    • Author(s)
      Takahiro Nishigaki, Takashi Onoda
    • Journal Title

      Proceedings of The 6th International Conference on Soft Computing and Intelligent Systems & The 13th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2012)

      Volume: 1 Pages: 386-390

    • DOI

      10.1109/scis-isis.2012.6505162

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] Independent Component Analysis based Seeding method for k-means Clustering2011

    • Author(s)
      Takashi Onoda, Miho Sakai, Seiji Yamada
    • Journal Title

      Proceedings of the International Workshop on Intelligent Web Interaction 2011

      Pages: 122-125

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] SVMを用いた対話的文書検索における適合性評価の比較分析2011

    • Author(s)
      村田博士, 小野田崇, 山田誠二
    • Journal Title

      日本知能情報ファジィ学会誌

      Volume: Vol.23 Pages: 853-862

    • NAID

      10030021667

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Journal Article] SVM-based Interactive document Retrieval with Active Learning2008

    • Author(s)
      T. Onoda, H. Murata, S.Yamada
    • Journal Title

      New Generation Computing Vol.26,No.1

      Pages: 49-61

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Journal Article] Non-Relevance Document Retrieval2005

    • Author(s)
      H.Murata, T.Onoda, Y.Seiji
    • Journal Title

      The Proceedings of The IASTED International Conference on Artificial Intelligence and Applications 2005

      Pages: 84-89

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines2005

    • Author(s)
      T.Onoda
    • Journal Title

      AM-2003 Post-Proceedings(Springer Lecture Note)

      Pages: 59-73

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines2005

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      AM-2003 Post-Proceedings (Springer Lecture Note)

      Pages: 59-73

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Comparison of Retrieval Efficiency between One Class SVM based and SVDD based Non-Relevant Feedback Document Retrieval2005

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems 2005

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] One Class Support Vector Machine based Non-Relevance Feedback Document Retrieval2005

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks 2005

      Pages: 552-557

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines2005

    • Author(s)
      T.Onoda
    • Journal Title

      AM-2003 Post4*roceedings(Springer Lecture Note)

      Pages: 59-73

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] One Class Support Vector Machine based Non^elevance Feedback Document Retrieval2005

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks 2005

      Pages: 552-557

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] A One Class Classification Approach to Non-Relevance Feedback Document Retrieval2005

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of International Conference on Natural Computation 2005

      Pages: 1216-1225

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Non-Relevance Document Retrieval2004

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of IEEE Conference on Cybernetic and Intelligent Systems 2004

      Pages: 456-461

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Non-Relevant Documents2004

    • Author(s)
      T.Onoda
    • Journal Title

      人工知能学会研究会資料SIG-KBS-A403

      Pages: 7-12

    • NAID

      110003205559

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] 適合フィードバックにおける非適合文書からの文書検索2004

    • Author(s)
      村田 博士, 小野田 崇, 山田 誠二
    • Journal Title

      2004年人工知能学会全国大会予稿集

    • NAID

      130004653462

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Non-Relevant Documents2004

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      知識ベースシステム研究会(第67回)

      Pages: 7-12

    • NAID

      110003205559

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines2004

    • Author(s)
      T.Onoda
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks 2004

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines2004

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      The Proceedings of International Joint Conference on Neural Networks 2004

      Pages: 1359-1364

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Non-Relevance Document Retrieval2004

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      The Proceedings of IEEE Conference on Cybernetic and Intelligent Systems 2004

      Pages: 456-461

    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Support Vector Machines

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks 2004

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Relevance Feedback Document Retrieval using Non-Relevant Documents

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining

      Pages: 7-12

    • NAID

      110003205559

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Document Retrieval based on Non-Relevant Documents in Relevance Feedback Document Retrieval (in Japanese)

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of Conference on Japanese Society of Artificial Intelligence 2004

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] One Class Support Vector Machine based Non-Relevance Feedback Document Retrieval

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks 2005

      Pages: 552-557

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Non-Relevance Document Retrieval

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of IEEE Conference on Cybernetic and Intelligent Systems 2004

      Pages: 456-461

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Non-relevance Feedback for Document Retrieval

    • Author(s)
      H.Murata, T.Onoda, S.Yamada
    • Journal Title

      Proceedings of Artificial Intelligence and Applications 2005

      Pages: 84-89

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] Comparison of Retrieval Efficiency between One Class SVM based and SVDD based Non-Relevant Feedback Document Retrieval

    • Author(s)
      T.Onoda, H.Murata, S.amada
    • Journal Title

      Proceedings of The International Conference on Computational Intelligence, Robotics and Autonomous Systems 2005

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Journal Article] A One Class Classification Approach to Non-Relevance Feedback Document Retrieval

    • Author(s)
      T.Onoda, H.Murata, S.Yamada
    • Journal Title

      Proceedings of International Conference on Natural Computation 2005

      Pages: 1216-1225

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-16500094
  • [Presentation] Web Search Engine Based Naming Procedure For Independent Topic2019

    • Author(s)
      Takahiro Nishigaki, Takashi Onoda
    • Organizer
      ICWST2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] SVMに基づく適合フィードバックにおける探索空間縮小効果の実験的分析2018

    • Author(s)
      今村 優斗,西垣 貴央,小野田 崇
    • Organizer
      JSAI2018
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] ユーザ制約付き独立話題分析 Separate Link制約における制約の簡略化2018

    • Author(s)
      山本 健太,西垣 貴央,小野田 崇
    • Organizer
      JSAI2018
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] データ追加に基づく独立話題分析の話題変化検知手法の検討2018

    • Author(s)
      西垣 貴央,小野田 崇
    • Organizer
      JSAI2018
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] Labeling of topic in Independent Topic Analysis using Search Engine2018

    • Author(s)
      Takahiro Nishigaki, Takashi Onoda
    • Organizer
      A2IC2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] Incremental Learning of Independent Topic Analysis2017

    • Author(s)
      T. Nishigaki, K. Nitta, T. Onoda
    • Organizer
      19th International Conference on Machine Learning and Data Analysis
    • Place of Presentation
      パリ(フランス)
    • Year and Date
      2017-02-23
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] データ追加に基づく独立話題分析の提案2016

    • Author(s)
      西垣,新田,小野田
    • Organizer
      JSAI2016
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] Interactive Independent Topic Analysis for service2016

    • Author(s)
      T. Nishigaki, K. Nitta, T. Onoda
    • Organizer
      ICDM 2016 Workshop
    • Place of Presentation
      バルセロナ(スペイン)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12535
  • [Presentation] A Clustering Method based on Independent Component Analysis2012

    • Author(s)
      Takashi Onoda
    • Organizer
      25th European Conference on Operational Research
    • Place of Presentation
      Vilnius/Lithuania
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Presentation] 高次独立性に基づくクラスタリング2012

    • Author(s)
      西垣 貴央,小野田 崇
    • Organizer
      第26回人工知能学会全国大会
    • Place of Presentation
      山口県教育会館
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Presentation] Seeding Method Based on Independent Component Analysis for k-Means Clustering2010

    • Author(s)
      T.Onoda, M.Sakai, S.Yamada
    • Organizer
      In Proceedings of Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems (SCIS&ISIS-2010)(1306-1309)
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-11
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Presentation] Careful Seeding based on Independent Component Analysis for k-means Clustering2010

    • Author(s)
      T.Onoda, M.Sakai, S.Yamada
    • Organizer
      The International Workshop on Intelligent Web Interaction 2010 (IWI-2010)
    • Place of Presentation
      カナダ,トロント
    • Year and Date
      2010-08-31
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Presentation] Careful Seeding based on Independent Component Analysis for k-means Clustering2010

    • Author(s)
      T.Onoda, M.Sakai, S.Yamada
    • Organizer
      In Proceedings of the International Workshop on Intelligent Web Interaction 2010 (IWI-2010)(112-115)
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-08-31
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Presentation] Seeding Method Based on Independent Component Analysis for k-Means Clustering2010

    • Author(s)
      T.Onoda, M.Sakai, S.Yamada
    • Organizer
      The Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems(SCIS&ISIS-2010)
    • Place of Presentation
      岡山コンベンションセンター 岡山市
    • Year and Date
      2010-12-11
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Presentation] A Kernel for Interactive Document Retrieval Based on Support Vector Machines2010

    • Author(s)
      H.Murata, T.Onoda, S.Yamada
    • Organizer
      In Proceedings of Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems (SCIS&ISIS-2010)(1316-1321)
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-11
    • Data Source
      KAKENHI-PROJECT-20300059
  • [Presentation] A Clustering Method based on Independent Component Analysis

    • Author(s)
      Takahiro Nishigaki, Takashi Onoda
    • Organizer
      In Proceedings of the 2013 Conference on Technologies and Applications of Artificial Intelligence
    • Place of Presentation
      National Chengchi University
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Presentation] Constrained Independent Semantic Analysis

    • Author(s)
      Takashi Onoda
    • Organizer
      Conference of the International Federation of Operational Research Societies
    • Place of Presentation
      Centre de Convencions Internacional de Barcelona - CCIB
    • Year and Date
      2014-07-13 – 2014-07-18
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Presentation] 高次独立性に基づく制約付きクラスタリング

    • Author(s)
      西垣 貴央,小野田 崇
    • Organizer
      第28回人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール
    • Year and Date
      2014-05-12 – 2014-05-15
    • Data Source
      KAKENHI-PROJECT-23300063
  • [Presentation] データ分布の独立性に基づくクラスタリングの実験的特性分析

    • Author(s)
      西垣 貴央,小野田 崇
    • Organizer
      第27回人工知能学会全国大会
    • Place of Presentation
      富山国際会議場
    • Data Source
      KAKENHI-PROJECT-23300063
  • 1.  YAMADA Seiji (50220380)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 22 results
  • 2.  TAKAMA Yasufumi (20313364)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 0 results
  • 3.  OKABE Masayuki (50362330)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  村田 剛志 (90242289)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  服部 俊一 (00771916)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  NISHIGAKI Takahiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 6 results

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