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Watanabe Kenji  渡辺 顕司

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渡辺 顕司  ワタナベ ケンジ

WATANABE Kenji  渡辺 顕司

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Researcher Number 50571064
Other IDs
Affiliation (Current) 2022: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
Affiliation (based on the past Project Information) *help 2019 – 2021: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
2015 – 2016: 国立研究開発法人産業技術総合研究所, 知能システム研究部門, 研究員
2014: 和歌山大学, システム工学部, 特任准教授
2012: 独立行政法人産業技術総合研究所, その他部局等, 研究員
2010 – 2011: 独立行政法人産業技術総合研究所, フェロー, 産総研特別研究員
Review Section/Research Field
Principal Investigator
Perception information processing/Intelligent robotics / Perceptual information processing / Basic Section 61010:Perceptual information processing-related
Keywords
Principal Investigator
多変量解析 / ロジスティック回帰 / 数量化IV類 / 半教師あり機械学習手法 / 最適化 / 統計的パターン認識 / 機械学習手法 / 付与ラベルの確信度推定手法 / 半教師あり機械学習 / 特徴量変換 / パターン認識 / 機械学習
  • Research Projects

    (4 results)
  • Research Products

    (12 results)
  • Co-Researchers

    (3 People)
  •  汎化性能向上に資する大規模データセット構築のためのサンプル選択手法に関する研究Principal Investigator

    • Principal Investigator
      渡辺 顕司
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Multivariate analysis method for biologyPrincipal Investigator

    • Principal Investigator
      Watanabe Kenji
    • Project Period (FY)
      2014 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Perceptual information processing
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
      Wakayama University
  •  医用画像診断のための統計的・不変的特徴抽出手法に関する研究Principal Investigator

    • Principal Investigator
      渡辺 顕司
    • Project Period (FY)
      2012
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Perception information processing/Intelligent robotics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Efficient analysis method for unreliable labeled dataPrincipal Investigator

    • Principal Investigator
      WATANABE Kenji
    • Project Period (FY)
      2010 – 2011
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Perception information processing/Intelligent robotics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology

All 2016 2015 2014 2012 2011 2010

All Journal Article Presentation

  • [Journal Article] Semi-Supervised Feature Transformation for Tissue Image Classification2016

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, Toshikazu Wada
    • Journal Title

      PLOS ONE

      Volume: 11

    • DOI

      10.1371/journal.pone.0166413

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-26330194
  • [Journal Article] Semi-supervised Component Analysis2015

    • Author(s)
      Kenji Watanabe, Toshikazu Wada
    • Journal Title

      Proceedings of 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

      Volume: - Pages: 3011-3016

    • DOI

      10.1109/smc.2015.524

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-26330194
  • [Journal Article] Logistic Label Propagation2012

    • Author(s)
      Takumi Kobayashi, Kenji Watanabe, and Nobuyuki Otsu
    • Journal Title

      Pattern Recognition Letters

      Volume: 33(5) Pages: 580-588

    • DOI

      10.1016/j.patrec.2011.12.005

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Journal Article] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, and Nobuyuki Otsu
    • Journal Title

      Proc. ICMLA

      Pages: 496-500

    • DOI

      10.1109/icmla.2011.63

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Journal Article] Logistic Label Propagation for Semi-supervised Learning2010

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
    • Journal Title

      Proceedings of 17th International Conference on Neural Information Processing (ICONIP2010), Part I, Lecture Notes in Computer Science (LNCS)

      Volume: 6643 Pages: 462-469

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Journal Article] Logistic Label Propagation for Semi-supervised Learning2010

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi and Nobuyuki Otsu
    • Journal Title

      Part I, Lecture Notes in Computer Science(LNCS)

      Volume: 6443 Pages: 462-469

    • DOI

      10.1007/978-3-642-17537-4_57

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Presentation] Semi-supervised Component Analysis2015

    • Author(s)
      Kenji Watanabe, Toshikazu Wada
    • Organizer
      2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
    • Place of Presentation
      Kowloon (Hong Kong)
    • Year and Date
      2015-10-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26330194
  • [Presentation] 計量学習の高速化2014

    • Author(s)
      渡辺顕司
    • Organizer
      第10回 広島画像情報学セミナー
    • Place of Presentation
      広島大学
    • Year and Date
      2014-10-10
    • Data Source
      KAKENHI-PROJECT-26330194
  • [Presentation] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, and Nobuyuki Otsu
    • Organizer
      The 10^<th> ICMLA2011
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Presentation] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
    • Organizer
      The Tenth International Conference on Machine Learning and Applications (ICMLA2011)
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Year and Date
      2011-12-19
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Presentation] Logistic Label Propagation for Semi-supervised Learning2010

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
    • Organizer
      17th International Conference on Neural Information Processing (ICONIP2010)
    • Place of Presentation
      Sydney, NSW, Australia
    • Year and Date
      2010-11-24
    • Data Source
      KAKENHI-PROJECT-22700191
  • [Presentation] Logistic Label Propagation for Semi-supervised Learning2010

    • Author(s)
      Kenji Watanabe, Takumi Kobayashi and Nobuyuki Otsu
    • Organizer
      17^<th> ICONIP2010
    • Place of Presentation
      Sydney, Australia
    • Data Source
      KAKENHI-PROJECT-22700191
  • 1.  KOBAYASHI Takumi (30443188)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 8 results
  • 2.  和田 俊和 (00231035)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 3.  OTSU Nobuyuki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 8 results

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