WAKUDA YUKI 湧田雄基

… Alternative Names

Wakuda Yuki 湧田雄基

WAKUDA Yuki 湧田雄基

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Researcher Number	00377847
Other IDs
Affiliation (Current)	2026: 広島大学, 人間社会科学研究科(社)東千田, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 東北大学, 工学研究科, 特任教授 2022: 北海道大学, 大学院教育推進機構, 特任准教授 2018 – 2021: 北海道大学, 数理・データサイエンス教育研究センター, 特任准教授 2017: 東京大学, 大学院情報学環, 特任助教 2017: 東京大学, 大学院情報学環・学際情報学府, 特任助教(移行) … More 2016: 東京大学, 大学院情報学環・学際情報学府, 特任助教 2015: 東京大学, 大学院情報学環, 特任助教 2014: 東京大学, 情報学環, 特任助教 2012: 東京大学, 大学院・情報学環, 特任助教 2012: 東京大学, 大学院情報学環, 助教 2011: 東京大学, 大学院情報学環, 特任助教 2008 – 2010: The University of Tokyo, 大学院・情報学環, 特任助教 2007: Nagoya University, 大学院・工学研究科, 研究員 Less
Review Section/Research Field	Principal Investigator Intelligent mechanics/Mechanical systems / Basic Section 22010:Civil engineering material, execution and construction management-related / Intelligent robotics / Rehabilitation science/Welfare engineering
Keywords	Principal Investigator 機械学習 / 人工知能 / オントロジ / 概念獲得 / コンテキストアウェア / AI / オントロジー / データサイエンス / 因果律獲得 / シーンアナリシス … More / 画像認識 / 知能機械システム / ヒューマンインタフェース / データ分析 / XAI (Explainable AI) / Data Science / XAI(Explainable AI) / 概念構造 / データマイニング / オントロジ― / DX / PDR / ナビゲーション / 測位 / モデリング / 学習 / コンピュータビジョン / ロボット / 情報機器 / 状況認識 / 生体制御 / 生活支援技術 / リハビリテーション技術 / ライフログ / 人状態推定 / ウェアラブルコンピューティング / 生体情報処理 / 生体リズム / 睡眠 / (F)情報機器 Less

Realization of a sustainable data science cycle focusing on discrepancies between human and AI classification resultsPrincipal Investigator
- Principal Investigator
  
  Wakuda Yuki
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 22010:Civil engineering material, execution and construction management-related
- Research Institution
  Tohoku University
  Hokkaido University
Data Modeling with Human-System Circulation via Abstract Conceptual Structure RepresentationPrincipal Investigator
- Principal Investigator
  
  Wakuda Yuki
- Project Period (FY)
  2017 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent mechanics/Mechanical systems
- Research Institution
  Hokkaido University
  The University of Tokyo
Estimation of Pedestrian Context based on Interaction of circulation with active real environmentPrincipal Investigator
- Principal Investigator
  
  Wakuda Yuki
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent robotics
- Research Institution
  The University of Tokyo
Crowdsourcing-based quick and interactive concept structure building for robotsPrincipal Investigator
- Principal Investigator
  
  WAKUDA Yuki
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent mechanics/Mechanical systems
- Research Institution
  The University of Tokyo
Autonomous Achievement of Concept Structure for Event Recognition by a RobotPrincipal Investigator
- Principal Investigator
  
  WAKUDA Yuki
- Project Period (FY)
  2009 – 2010
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent mechanics/Mechanical systems
- Research Institution
  The University of Tokyo
Life Pattern Management based on Networked RobotsPrincipal Investigator
- Principal Investigator
  
  WAKUDA Yuki
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Rehabilitation science/Welfare engineering
- Research Institution
  The University of Tokyo
  Nagoya University

All 2022 2021 2020 2018 2017 2015 2009 2008 2007

All Journal Article Presentation

[Journal Article] MATHEMATICAL CONSIDERATIONS ON THE HYPERPARAMETERS OF XGBOOST AND THEIR APPLICATION TO INFRASTRUCTURE MAINTENANCE AND MANAGEMENT2022
- Author(s)
  小山元希，湧田雄基，吉田啓佑，石川幸宏，榎谷祐輝，田中大介，小西真治
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 826-847
- DOI
  10.11532/jsceiii.3.J2_826
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K06250
[Journal Article] MODELING TRIAL AND INTERPRETATION OF RESULTS FOR MACHINE LEARNING APPLICATIONS IN INFRASTRUCTURE MAINTENANCE AND MANAGEMENT2021
- Author(s)
  湧田雄基, 山下明美, 吉田啓佑, 龍田斉, 関和彦, 有井賢次, 熊谷兼太郎, 中畑和之, and 長沼諭
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 2 Issue: J2 Pages: 437-446
- DOI
  10.11532/jsceiii.2.J2_437
- NAID
  130008118328
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K06250
[Journal Article] INTEGRATED DATA PLATFORM FOR EFFICIENT MANAGEMENT OF CIVIL INFRASTRUCTURE FOR DATA SCIENCE2020
- Author(s)
  湧田雄基, 猪村元, 石川雄章
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 1 Issue: J1 Pages: 25-34
- DOI
  10.11532/jsceiii.1.J1_25
- NAID
  130007940785
- ISSN
  2435-9262
- Year and Date
  2020-11-11
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K06250
[Journal Article] インフラ維持管理におけるデータサイエンスの実践2018
- Author(s)
  湧田雄基, 礒部正幸, 石川雄章
- Journal Title
  
  建設機械施工Vol.70　No.9　9月号
  
  Volume: 70 Pages: 18-24
- Data Source
  KAKENHI-PROJECT-17K06250
[Journal Article] UAV及び深層学習を用いた植生の自動判別による河道維持管理手法の開発2018
- Author(s)
  齋藤正徳, 湧田雄基, 市川健, 天谷香織, 那須野新, 大石哲也, 池内幸司, and 石川雄章
- Journal Title
  
  土木学会論文集B1(水工学)
  
  Volume: 74-4
- NAID
  130007628281
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26330295
[Journal Article] Dynamic Event Interpretation and Description from Movie Scene Based on Cognitive Ontology for Recognition by a Robot2009
- Author(s)
  Yuki Wakuda, Kosuke Sekiyama, and Toshio Fukuda
- Journal Title
  
  International Journal of Robotics and Automation
  
  Volume: vol.24 Pages: 263-279
- Data Source
  KAKENHI-PROJECT-21760189
[Journal Article] Dynamic Event Interpretation and Description from Movie Scene Based on Cognitive Ontology for Recognition by a Robot2009
- Author(s)
  Yuki Wakuda, Kosuke Sekiyama, Toshio Fukuda
- Journal Title
  
  International Journal of Robotics and Automation 24(印刷中)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21760189
[Journal Article] Cognitive Ontology : A Concept Structure for Dynamic Event Interpretation and Description from Visual Scene2009
- Author(s)
  Yuki Wakuda, Kosuke Sekiyama, and Toshio Fukuda
- Journal Title
  
  Distributed Autonomous Robotic Systems 8 : Springer Berlin Heidelberg
  
  Pages: 123-134
- Data Source
  KAKENHI-PROJECT-21760189
[Presentation] 北海道大学DX教育連携部門の取組～除雪データを活用した分析試行及びDX教育への展開～2022
- Author(s)
  湧田雄基，行木孝夫，小森大地，吉田啓佑
- Organizer
  第38回寒地技術シンポジウム
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] 検査データを用いた地下鉄トンネル打音点検業務の効率化2021
- Author(s)
  小山元希, 湧田雄基, 阿部真育, 石川幸宏, 榎谷祐輝, 田中大介, 山口秀明
- Organizer
  映像情報メディア学会技術報告, Vol. 45, No. 4, pp. 201-202, 2021.
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] 高速道路橋 RC 床版の健全度判定におけるデータ分析活用の検討2021
- Author(s)
  長谷川蒼, 湧田雄基, 鈴木弘武
- Organizer
  映像情報メディア学会技術報告, Vol. 45, No. 4, pp. 199-200, 2021.
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] インフラ維持管理データサイエンスの体系化と試行支援2018
- Author(s)
  湧田雄基，石川雄章，礒部正幸
- Organizer
  平成30年度土木学会全国大会第73回年次学術講演会
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] インフラ維持管理データサイエンスの体系化と試行支援2018
- Author(s)
  湧田雄基
- Organizer
  数理・データサイエンスの人材育成と社会応用, 2018.3.16
- Invited
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] インフラ維持管理におけるデータサイエンスの活用2018
- Author(s)
  湧田雄基
- Organizer
  平成30年度　土木学会研究討論会「膨大な点検データと性能評価の齟齬をどうする！」
- Invited
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] Data Science Support System for Infrastructure Maintenance on Cloud2018
- Author(s)
  Wakuda Yuki, Isobe Masayuki, Ishikawa Yusho
- Organizer
  17th International Conference on Computing in Civil and Building Engineering ICCCBE 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] 重回帰分析に基づく地下鉄トンネル上床のはく離・はく落発生要注意区間の推定2017
- Author(s)
  湧田雄基, 安達慎一, 三浦孝智, 榎谷祐輝, 小川大貴, 小西真治, 篠原秀明, and 石川雄章
- Organizer
  平成29年度土木学会全国大会第72回年次学術講演会, 2017.9.12
- Data Source
  KAKENHI-PROJECT-17K06250
[Presentation] 点検データ分析による高速道路床版の変状状態推定2015
- Author(s)
  湧田雄基, 木村信隆, 小林克久, 市川暢之, 広瀬剛, 長内圭太, 松坂敏博, 石川雄章
- Organizer
  電子情報通信学会, 研究報告コンピュータビジョンとイメージメディア (CVIM)
- Place of Presentation
  愛媛大学, 愛媛県松山市文京町
- Year and Date
  2015-09-14
- Data Source
  KAKENHI-PROJECT-26330295
[Presentation] Cognitive Ontologyを用いた動画中イベントの動的な解釈と記述手法2008
- Author(s)
  湧田雄基, 関山浩介, 福田敏男
- Organizer
  ロボティクスメカトロニクス講演会2008 (Robomec2008)長野ビッグハット長野日本機械学会
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Cognitive Ontology : A Concept Structure for Dynamic Event In terpretation and Description from Visual Scene2008
- Author(s)
  Yuki Wakuda, Kosuke Sekiyama, Toshio Fukuda
- Organizer
  IEEE 9th International Symposium on Distributed Autonomous Robotic Systems 2008 (DARS2008)(国際会議・査読有り)
- Place of Presentation
  つくば国際会議場
- Year and Date
  2008-11-17
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Cognitive Ontologyを用いた動画中イベントの動的な解釈と記述手法2008
- Author(s)
  湧田雄基, 関山浩介, 福田敏男
- Organizer
  ロボティクスメカトロニクス講演会2008(Robomec2008) (国内会議・査読無し・ポスター)
- Place of Presentation
  長野ビッグハット
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Cognitive Ontology: A Concept Structure for Dynamic Event Interpretation and Description from Visual Scene2008
- Author(s)
  Yuki Wakuda, Kosuke Sekiyama, Toshio Fukuda
- Organizer
  The 9th International Symposium on Distributed Autonomous Robotic Systems 2008 (DARS2008)
- Place of Presentation
  Tsukuba, Ibaraki, Japan
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Dynamic Description of Event on Desktop Environment Based on Cognitive Ontology2008
- Author(s)
  Yuki Wakuda, Masahiro Kojima, Kosuke Sekiyama, Toshio Fukuda
- Organizer
  The SICE Annual Conference 2008 was held in the Univ.of Electro-Communications (UEC)(国際会議・査読有り)
- Place of Presentation
  電気通信大学(調布)
- Year and Date
  2008-08-20
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Dynamic Description of Event on Desktop Environment Based on Cognitive Ontology2008
- Author(s)
  Yuki Wakuda, Masahiro Kojima, Kosuke Sekiyama, Toshio Fukuda
- Organizer
  The SICE Annual Conference 2008 was held in the Univ. of Electro-Communications (UEC)
- Place of Presentation
  Tokyo, Japan
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 背景から分離された動的パタンのクラスタリングに基づく人物動作の特定2007
- Author(s)
  湧田雄基, 小嶋真弘, 関山浩介, 福田敏男
- Organizer
  第23回ファジィシステムシンポジウム(FSS2007)名城大学愛知日本知能情報ファジィ学会
- Year and Date
  2007-08-30
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 睡眠-覚醒コントロール法2007
- Author(s)
  湧田雄基
- Organizer
  日本睡眠学会第32回定期学術集会第14回日本時間生物学会学術大会合同大会
- Place of Presentation
  京王プラザホテル(東京)
- Year and Date
  2007-11-07
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Biological Rhythm Based Awakening Timing Controller2007
- Author(s)
  Yuki Wakuda, Akiko Noda, Kosuke Sekiyama, Yasuhisa Hasegawa, Toshio Fukuda
- Organizer
  Proc. of the IEEE International Conference on Robotics and Automation (ICRA2007)
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 人物部位の動的軌道に基づく行為の特定2007
- Author(s)
  湧田雄基
- Organizer
  日本知能情報ファジィ学会
- Place of Presentation
  名城大学(愛知)
- Year and Date
  2007-08-30
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] Biological Rhythm Based Awakening Timing Controller2007
- Author(s)
  Yuki Wakuda
- Organizer
  the IEEE International Conference on Robotics and Automation (ICRA2007
- Place of Presentation
  Angelicum University(Rome)
- Year and Date
  2007-04-11
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 睡眠-覚醒コントロール法2007
- Author(s)
  野田明子, 湧田雄基(登壇者), 小島隼, 原祐樹, 助川真代, 宮田聖子, 中田誠一, 尾崎紀夫, 福田敏男, 古池保雄
- Organizer
  日本睡眠学会第32回定期学術集会第14回日本時間生物学会学術大会合同大会京王プラザホテル東京日本睡眠学会・日本時間生物学会
- Year and Date
  2007-11-07
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 周波数パタンの特徴評価による現象の分類と現象列の予測に基づく能動的観測手法2007
- Author(s)
  湧田雄基
- Organizer
  ロボティクスメカトロニクス講演会2007
- Place of Presentation
  秋田拠点センターALVE(秋田)
- Year and Date
  2007-05-11
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 人物部位の動的軌道に基づく行為の特定2007
- Author(s)
  湧田雄基, 関山浩介, 福田敏男
- Organizer
  第8回計測自動制御学会(SICE)システムインテグレーション部門講演会(SI2007)広島国際大学国際教育センター広島計測自動制御学会
- Year and Date
  2007-12-20
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 周波数パタンの特徴評価による現象の分類と現象列の予測に基づく能動的観測手法2007
- Author(s)
  湧田雄基, 関山浩介, 福田敏男
- Organizer
  ロボティクスメカトロニクス講演会2007 (Robomec2007)秋田拠点センターALVE秋田日本機械学会
- Year and Date
  2007-05-11
- Data Source
  KAKENHI-PROJECT-19700471
[Presentation] 人物部位の動的軌道に基づく行為の特定2007
- Author(s)
  湧田雄基
- Organizer
  計測自動制御学会
- Place of Presentation
  広島国際大学(広島)
- Year and Date
  2007-12-20
- Data Source
  KAKENHI-PROJECT-19700471

1. 野田明子

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

WAKUDA YUKI 湧田 雄基

Wakuda Yuki 湧田 雄基

WAKUDA Yuki 湧田 雄基

Research Projects

Research Products

Co-Researchers

Realization of a sustainable data science cycle focusing on discrepancies between human and AI classification resultsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Data Modeling with Human-System Circulation via Abstract Conceptual Structure RepresentationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Estimation of Pedestrian Context based on Interaction of circulation with active real environmentPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Crowdsourcing-based quick and interactive concept structure building for robotsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Autonomous Achievement of Concept Structure for Event Recognition by a RobotPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Life Pattern Management based on Networked RobotsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] MATHEMATICAL CONSIDERATIONS ON THE HYPERPARAMETERS OF XGBOOST AND THEIR APPLICATION TO INFRASTRUCTURE MAINTENANCE AND MANAGEMENT2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] MODELING TRIAL AND INTERPRETATION OF RESULTS FOR MACHINE LEARNING APPLICATIONS IN INFRASTRUCTURE MAINTENANCE AND MANAGEMENT2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] INTEGRATED DATA PLATFORM FOR EFFICIENT MANAGEMENT OF CIVIL INFRASTRUCTURE FOR DATA SCIENCE2020

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] インフラ維持管理におけるデータサイエンスの実践2018

Author(s)

Journal Title

Data Source

[Journal Article] UAV及び深層学習を用いた植生の自動判別による河道維持管理手法の開発2018

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Dynamic Event Interpretation and Description from Movie Scene Based on Cognitive Ontology for Recognition by a Robot2009

Author(s)

Journal Title

Data Source

[Journal Article] Dynamic Event Interpretation and Description from Movie Scene Based on Cognitive Ontology for Recognition by a Robot2009

WAKUDA YUKI 湧田雄基

Wakuda Yuki 湧田雄基

WAKUDA Yuki 湧田雄基

[Presentation] 北海道大学DX教育連携部門の取組～除雪データを活用した分析試行及びDX教育への展開～2022