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Kudo Hiroki  工藤 寛樹

ORCIDConnect your ORCID iD *help
… Alternative Names

工藤 寛樹  クドウ ヒロキ

Yoshikawa Hiroki  吉川 寛樹

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Researcher Number 10905350
Other IDs
Affiliation (Current) 2025: 京都橘大学, 工学部, 助教R
Affiliation (based on the past Project Information) *help 2025: 京都橘大学, 工学部, 助教R
2021 – 2023: 京都橘大学, 工学部, 助教R
Review Section/Research Field
Principal Investigator
Basic Section 60060:Information network-related / 1001:Information science, computer engineering, and related fields
Keywords
Principal Investigator
機械学習 / 生成モデル / プライバシー / パーソナルヘルスレコード / ヒューマントラッキング / サーマルカメラ / 屋内空調 / 温熱快適性 / 体温モニタリング / 体表温度 … More / サーモグラフィ / 高次元データ / 敵対的生成ネットワーク / 損失関数 / 回帰問題 / 分類問題 / データバランシング / 不均衡データ Less
  • Research Projects

    (3 results)
  • Research Products

    (8 results)
  •  信頼性とデータの二次利用性を両立させたPLR収集基盤の開発Principal Investigator

    • Principal Investigator
      工藤 寛樹
    • Project Period (FY)
      2025 – 2027
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      Kyoto Tachibana University
  •  快適な屋内空調環境づくりのためのセンサ融合による温熱快適性フロアマップ生成Principal Investigator

    • Principal Investigator
      工藤 寛樹 (吉川 寛樹)
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      Kyoto Tachibana University
  •  Data balancing for regression using imbalanced datasetPrincipal Investigator

    • Principal Investigator
      Yoshikawa Hiroki
    • Project Period (FY)
      2021 – 2022
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      1001:Information science, computer engineering, and related fields
    • Research Institution
      Kyoto Tachibana University

All 2024 2023 2022 2021

All Presentation

  • [Presentation] サーモグラフィを用いた暑熱環境における非接触な深部体温推定法の検討2024

    • Author(s)
      平野華織,工藤寛樹,内山彰,桒野聡,千田泰史,丸谷賢弘,長谷川凌佑,横山光樹,中田研
    • Organizer
      情報処理学会第86回全国大会
    • Data Source
      KAKENHI-PROJECT-22K17885
  • [Presentation] 生体温熱モデルの新生児適用に向けた誤差逆伝播法によるパラメータ最適化の検討2023

    • Author(s)
      坂元菜摘,工藤寛樹,内山彰,東野輝夫,濱田啓介,平川英司
    • Organizer
      電子情報通信学会 SeMI(センサネットワークとモバイルインテリジェンス)研究会
    • Data Source
      KAKENHI-PROJECT-22K17885
  • [Presentation] サーモグラフィを用いた機械学習に基づく非接触な深部体温推定手法の検討2023

    • Author(s)
      工藤寛樹,内山 彰,東野輝夫
    • Organizer
      情報処理学会MBL研究会第107回研究発表会
    • Data Source
      KAKENHI-PROJECT-22K17885
  • [Presentation] Privacy-preserving data augmentation for thermal sensation dataset based on variational autoencoder2022

    • Author(s)
      Hiroki Yoshikawa, Akira Uchiyama, Teruo Higashino
    • Organizer
      The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17885
  • [Presentation] Privacy-preserving data augmentation for thermal sensation dataset based on variational autoencoder2022

    • Author(s)
      Hiroki Yoshikawa, Akira Uchiyama, Teruo Higashino
    • Organizer
      The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21297
  • [Presentation] Time-Series Physiological Data Balancing for Regression2021

    • Author(s)
      Hiroki Yoshikawa, Akira Uchiyama, Teruo Higashino
    • Organizer
      The 2021 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA 2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21297
  • [Presentation] 不均衡データセットを用いた回帰問題における損失関数の検討2021

    • Author(s)
      吉川 寛樹, 内山 彰, 東野 輝夫
    • Organizer
      情報処理学会MBL研究会第99回研究発表会
    • Data Source
      KAKENHI-PROJECT-21K21297
  • [Presentation] Data Balancing for Thermal Comfort Datasets Using Conditional Wasserstein GAN with a Weighted Loss Function2021

    • Author(s)
      Hiroki Yoshikawa, Akira Uchiyama, Teruo Higashino
    • Organizer
      The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys 2021) Workshops
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21297

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