Watanabe Kenji 渡辺顕司

… Alternative Names

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

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

Watanabe Kenji 渡辺 顕司

渡辺 顕司 ワタナベ ケンジ

WATANABE Kenji 渡辺 顕司

Research Projects

Research Products

Co-Researchers

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

Project Period (FY)

Research Category

Review Section

Research Institution

Multivariate analysis method for biologyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

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

Project Period (FY)

Research Category

Research Field

Research Institution

Efficient analysis method for unreliable labeled dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

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

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Semi-supervised Component Analysis2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Logistic Label Propagation2012

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Logistic Label Propagation for Semi-supervised Learning2010

Author(s)

Journal Title

Data Source

[Journal Article] Logistic Label Propagation for Semi-supervised Learning2010

Author(s)

Journal Title

DOI

Data Source

[Presentation] Semi-supervised Component Analysis2015

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] 計量学習の高速化2014

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

Author(s)

Organizer

Place of Presentation

Data Source

[Presentation] Efficient Optimization of Logistic Regression by Directly Use of Conjugate Gradient2011

Author(s)

Organizer

Place of Presentation

Watanabe Kenji 渡辺顕司

渡辺顕司ワタナベケンジ

WATANABE Kenji 渡辺顕司