Yamaguchi Nobuhiko 山口暢彦

Researcher Number	80363422
Other IDs
Affiliation (Current)	2025: 佐賀大学, 理工学部, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 佐賀大学, 理工学部, 准教授 2018 – 2020: 佐賀大学, 理工学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related Except Principal Investigator Basic Section 58070:Lifelong developmental nursing-related / Basic Section 47060:Clinical pharmacy-related
Keywords	Principal Investigator モニタリングシステム / トマト株葉面積 / 深層学習 / ドローン / 人工知能 / ミニ四駆AI / 電動義手 / 強化学習 / 次元圧縮 / GPDM / 機械学習 … More Except Principal Investigator … More 支援システム / 遠隔姿勢評価 / 予防 / 身体不調 / 不良姿勢 / 抱っこ / 産後 / 休薬判断 / 周術期 / 周術期休薬判断 / 機械学習 / 人工知能 Less

深層学習とドローンを用いた温室トマトの株毎の生育データモニタリングシステムPrincipal Investigator
- Principal Investigator
  
  山口暢彦
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Saga University
人工知能機械学習を応用した高精度周術期休薬判断アルゴリズムの構築
- Principal Investigator
  
  木村早希子
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  Saga University
母親の抱っこ時の身体不調を予防するための遠隔姿勢評価・支援システムの開発
- Principal Investigator
  
  佐藤珠美
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58070:Lifelong developmental nursing-related
- Research Institution
  Saga University
Dimensionality reduction and prediction using Gaussian Process Dynamical ModelsPrincipal Investigator
- Principal Investigator
  
  Yamaguchi Nobuhiko
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Saga University

All 2024 2023 2022 2020 2019 2018

All Journal Article Presentation

[Journal Article] Direct Policy Search Reinforcement Learning Based on Variational Bayesian Inference2020
- Author(s)
  Yamaguchi Nobuhiko、Graduate School of Science and Engineering, Faculty of Science and Engineering, Saga University 1 Honjo, Saga-shi, Saga 840-8502, Japan
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: 24 Issue: 6 Pages: 711-718
- DOI
  10.20965/jaciii.2020.p0711
- NAID
  130007941648
- ISSN
  1343-0130, 1883-8014
- Year and Date
  2020-11-20
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11439
[Journal Article] Model-based reinforcement learning with missing data2020
- Author(s)
  Yamaguchi Nobuhiko、Fukuda Osamu、Okumura Hiroshi
- Journal Title
  
  Proceedings of 2020 Seventh International Symposium on Computing and Networking Workshops (CANDARW)
  
  Volume: 1 Pages: 168-171
- DOI
  10.1109/candarw51189.2020.00042
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11439
[Journal Article] Learning course features with Mini 4WD simulator2019
- Author(s)
  Yuji Onoo, Nobuhiko Yamaguchi, Hiroshi Wakuya, Suguru Ueda, Osamu Fuuda, Hiroshi Okumura
- Journal Title
  
  Proceedings of International Workshop on Networking, Computing, Systems, and Software (NCSS)
  
  Volume: 9 Pages: 23-24
- Data Source
  KAKENHI-PROJECT-18K11439
[Journal Article] Self-position estimation of Mini 4WD AI using digital camera images2019
- Author(s)
  Kazuhisa Senju, Nobuhiko Yamaguchi, Hiroshi Wakuya, Suguru Ueda, Osamu Fukuda, Hiroshi Okumura
- Journal Title
  
  Proceedings of International Workshop on Networking, Computing, Systems, and Software (NCSS)
  
  Volume: 9 Pages: 25-26
- NAID
  130007773057
- Data Source
  KAKENHI-PROJECT-18K11439
[Journal Article] Kernel-based direct policy search reinforcement learning based on variational Bayesian inference2019
- Author(s)
  Nobuhiko Yamaguchi, Osamu Fukuda, Hiroshi Okumura
- Journal Title
  
  Proceedings of 2019 Seventh International Symposium on Computing and Networking Workshops (CANDARW)
  
  Volume: 1 Pages: 184-187
- DOI
  10.1109/candarw.2019.00040
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] Development of a Perioperative Medication Suspension Decision Algorithm Based on Bayesian Networks2024
- Author(s)
  Shuhei Kawaguchi, Osamu Fukuda, Sakiko Kimura, Wen Liang Yeoh, Nobuhiko Yamaguchi, Hiroshi Okumura
- Organizer
  Proceedings of 2024 IEEE/SICE International Symposium on System Integration (SII)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K06769
[Presentation] k近傍法を用いた抱っこ姿勢の不良姿勢判定システム2023
- Author(s)
  中野功輝，松永勇樹，山口暢彦，福田修，奥村浩， Yeoh Wen Liang，佐藤珠美
- Organizer
  第39回ファジィシステムシンポジウム/FSS 2023
- Data Source
  KAKENHI-PROJECT-22K11064
[Presentation] ベイジアンネットワークに基づく周術期休薬判断アルゴリズムの構築2023
- Author(s)
  川口修平, 木村早希子, Yeoh Wen Liang, 山口暢彦, 奥村浩, 福田修
- Organizer
  2023年度電気・情報関係学会九州支部連合大会（第76回連合大会）
- Data Source
  KAKENHI-PROJECT-22K06769
[Presentation] Baby-Holding Posture Determination System using Pose Estimation2023
- Author(s)
  Yuki Matsunaga, Koki Nakano, Nobuhiko Yamaguchi, Osamu Fukuda, Hiroshi Okumura, Wen Liang Yeoh, Tamami Sato, Rika Nakano and Asuka Sakamoto
- Organizer
  The 13th International Workshop on Networking, Computing, Systems, and Software (NCSS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K11064
[Presentation] 姿勢推定を用いた抱っこの不良姿勢判定システム2023
- Author(s)
  松永勇樹，中野功輝，山口暢彦，福田修，奥村浩， Yeoh Wen Liang，佐藤珠美
- Organizer
  第39回ファジィシステムシンポジウム/FSS 2023
- Data Source
  KAKENHI-PROJECT-22K11064
[Presentation] 姿勢推定を用いた抱っこの不良姿勢検知システム2022
- Author(s)
  松永勇樹, 山口暢彦, 福田修, 奥村浩, 佐藤珠美, 中野理佳
- Organizer
  ロボティクス・メカトロニクス講演会
- Data Source
  KAKENHI-PROJECT-22K11064
[Presentation] 深度カメラと姿勢推定を用いた抱っこの不良姿勢検知システム2022
- Author(s)
  中野功輝, 山口暢彦, 福田修, 奥村浩, 佐藤珠美, 中野理佳
- Organizer
  ロボティクス・メカトロニクス講演会
- Data Source
  KAKENHI-PROJECT-22K11064
[Presentation] Reinforcement learning of electric prosthetic hand with depth camera in simulation environment, Proceedings of International Workshop on Networking2020
- Author(s)
  Takuya Ayukawa, Nobuhiko Yamaguchi, Osamu Fukuda and Hiroshi Okumura
- Organizer
  Proceedings of International Workshop on Networking, Computing, Systems, and Software (NCSS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] シミュレーション環境を用いたカメラ付き電動義手の強化学習2020
- Author(s)
  鮎川拓也, 山口暢彦, 福田修, 奥村浩
- Organizer
  第36回ファジィシステムシンポジウム講演論文集
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] ミニ四駆シミュレーターを用いたミニ四駆 AI の学習2019
- Author(s)
  小野尾優士，山口暢彦，和久屋寛，上田俊
- Organizer
  第35回ファジィシステムシンポジウム講演論文集
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] シミュレーション環境を用いたカメラ画像による電動義手の強化学習2019
- Author(s)
  鮎川拓也，山口暢彦
- Organizer
  第35回ファジィシステムシンポジウム講演論文集
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] デジタルカメラ画像を用いたミニ四駆AIの自己位置推定2019
- Author(s)
  千住和久，山口暢彦，和久屋寛，上田俊
- Organizer
  第35回ファジィシステムシンポジウム講演論文集
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] Unityを用いたミニ四駆AIのシミュレーション環境構築2018
- Author(s)
  小野尾優士, 山口暢彦, 和久屋寛
- Organizer
  第34回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] Direct policy search reinforcement learning based on variational Bayesian inference2018
- Author(s)
  Nobuhiko Yamaguchi, Kazuya Ihara, Osamu Fukuda, Hiroshi Okumura
- Organizer
  Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11439
[Presentation] ニューラルネットワークを用いたミニ四駆AI制御のためのコース認識2018
- Author(s)
  千住和久、松尾幸季，山口暢彦，和久屋寛
- Organizer
  第34回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-18K11439

1. 福田修 (20357891)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
2. YEOH WEN・LIANG (10898092)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
3. 木村早希子 (70601045)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 齋田哲也 (80419621)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 島ノ江千里 (10734064)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 木村晋也 (80359794)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
7. 佐藤珠美 (50274600)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
8. 中野理佳 (80588707)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
9. 坂本飛鳥 (90758715)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
10. 奥村浩 (50251195)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 田中宗浩 (50295028)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 持永早希子

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Yamaguchi Nobuhiko 山口 暢彦

Research Projects

Research Products

Co-Researchers

深層学習とドローンを用いた温室トマトの株毎の生育データモニタリングシステムPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

人工知能機械学習を応用した高精度周術期休薬判断アルゴリズムの構築

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

母親の抱っこ時の身体不調を予防するための遠隔姿勢評価・支援システムの開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Dimensionality reduction and prediction using Gaussian Process Dynamical ModelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Direct Policy Search Reinforcement Learning Based on Variational Bayesian Inference2020

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Model-based reinforcement learning with missing data2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Learning course features with Mini 4WD simulator2019

Author(s)

Journal Title

Data Source

[Journal Article] Self-position estimation of Mini 4WD AI using digital camera images2019

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Kernel-based direct policy search reinforcement learning based on variational Bayesian inference2019

Author(s)

Journal Title

DOI

Data Source

[Presentation] Development of a Perioperative Medication Suspension Decision Algorithm Based on Bayesian Networks2024

Author(s)

Organizer

Data Source

[Presentation] k近傍法を用いた抱っこ姿勢の不良姿勢判定システム2023

Author(s)

Organizer

Data Source

[Presentation] ベイジアンネットワークに基づく周術期休薬判断アルゴリズムの構築2023

Author(s)

Organizer

Data Source

[Presentation] Baby-Holding Posture Determination System using Pose Estimation2023

Author(s)

Organizer

Data Source

[Presentation] 姿勢推定を用いた抱っこの不良姿勢判定システム2023

Author(s)

Organizer

Data Source

[Presentation] 姿勢推定を用いた抱っこの不良姿勢検知システム2022

Author(s)

Organizer

Data Source

Yamaguchi Nobuhiko 山口暢彦