oomae yuuto 大前佑斗

… Alternative Names

Yuto Omae 大前佑斗

Less

Researcher Number	00781874
Other IDs
Affiliation (Current)	2025: 日本大学, 生産工学部, 講師
Affiliation (based on the past Project Information) *help	2022 – 2023: 日本大学, 生産工学部, 講師 2019 – 2021: 日本大学, 生産工学部, 助教 2017 – 2019: 東京工業高等専門学校, 電気工学科, 助教
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related / Basic Section 59020:Sports sciences-related / Sports science Except Principal Investigator Basic Section 09070:Educational technology-related / Basic Section 25010:Social systems engineering-related / Basic Section 62030:Learning support system-related / Basic Section 09080:Science education-related / Science education
Keywords	Principal Investigator 深層学習 / 機械学習 / アルゴリズム / 人工知能 / ディープラーニング / スポーツ工学 / 医療支援 / 数理最適化 / 医療応用 / スポーツ科学 / 慣性センサ / スポーツ / 競泳 … More Except Principal Investigator … More CSCL / 過疎地域 / オンライン / 教員研修 / 過疎地域・離島 / 教員研修の高度化 / オンライン教員研修 / オペレーションズリサーチ / 社会システム工学 / 数理工学 / 機械学習 / マルチエージェント / シミュレーション / CSCLシステム / 遠隔授業 / 人工知能・機械学習 / アクティブラーニング / CSCLシステム / ポートフォリオ / 分析システム / メタ認知 / 形成的評価 / 授業デザイン / 多忙化解消 / 自己調整学習 / 教師教育 / 振り返り / アクティブ・ラーニング / 障害学生支援 / 工学教育 Less

過疎地域・離島を中心に展開する拡散型オンライン教員研修モデルの構築
- Principal Investigator
  
  榊原範久
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  Joetsu University of Education
心臓の検査値を推定する深層学習における自律進化型フレームワークの構築Principal Investigator
- Principal Investigator
  
  大前佑斗
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Nihon University
深層学習によるCOVID-19感染伝播と経済活動を同時制御する社会運営戦略の発見
- Principal Investigator
  
  豊谷純
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Nihon University
Development of a Support System for Analysis of Reflection in Active Learning
- Principal Investigator
  
  Oshima Takayuki
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09080:Science education-related
- Research Institution
  Joetsu University of Education
Development of Portfolio System to Support Distance Active Learning by using Artificial Intelligence
- Principal Investigator
  
  Takahashi Hirotaka
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62030:Learning support system-related
- Research Institution
  Tokyo City University
Deep Learning for Extraction of Sports Trainer's KnowledgePrincipal Investigator
- Principal Investigator
  
  大前佑斗
- Project Period (FY)
  2019 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 59020:Sports sciences-related
- Research Institution
  Nihon University
A method to evaluate swimming performance based on deep learning and a single inertial sensorPrincipal Investigator
- Principal Investigator
  
  Yuto Omae
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sports science
- Research Institution
  Tokyo National College of Technology
Development of experimental training materials in early engineer education for students with various disabilities
- Principal Investigator
  
  Nishimura Makoto
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Science education
- Research Institution
  Tokyo National College of Technology

All 2024 2023 2022 2021 2020 2019 2018 2017

All Journal Article Presentation Book

[Book] The Science of Swimming and Aquatic Activities, Chapter 17. Human Activity Analysis on Swimming Based on Machine Learning, Signal Processing and Inertial Measurement Unit2018
- Author(s)
  Yuto Omae, Hirotaka Takahashi
- Total Pages
  33
- Publisher
  Nova Science Pub Inc
- ISBN
  9781536140286
- Data Source
  KAKENHI-PROJECT-17K13179
[Journal Article] Gaussian Process-based Bayesian Optimization and Shape Transformation of Benchmark Functions2024
- Author(s)
  Omae Yuto
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 2701 Issue: 1 Pages: 012022-012022
- DOI
  10.1088/1742-6596/2701/1/012022
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20062
[Journal Article] Features gradient-based signals selection algorithm of linear complexity for convolutional neural networks2024
- Author(s)
  Omae Yuto、Sakai Yusuke、Takahashi Hirotaka
- Journal Title
  
  AIMS Mathematics
  
  Volume: 9 Issue: 1 Pages: 792-817
- DOI
  10.3934/math.2024041
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20062, KAKENHI-PROJECT-23K11310, KAKENHI-PUBLICLY-23H04520, KAKENHI-PROJECT-19H01901, KAKENHI-PROJECT-23K25872
[Journal Article] Seat Allocation Model for Constraining COVID-19 Infection Risk in Restaurants2023
- Author(s)
  柿本陽平、大前佑斗、豊谷純、原一之、高橋弘毅
- Journal Title
  
  Journal of Japan Industrial Management Association
  
  Volume: 74 Issue: 2 Pages: 77-89
- DOI
  10.11221/jima.74.77
- ISSN
  1342-2618, 2187-9079
- Year and Date
  2023-07-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K13517, KAKENHI-PROJECT-21K04535
[Journal Article] Effects of Exploration Weight and Overtuned Kernel Parameters on Gaussian Process-Based Bayesian Optimization Search Performance2023
- Author(s)
  Omae Yuto
- Journal Title
  
  Mathematics
  
  Volume: 11 Issue: 14 Pages: 3067-3067
- DOI
  10.3390/math11143067
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K11310
[Journal Article] SIRVVD model-based verification of the effect of first and second doses of COVID-19/SARS-CoV-2 vaccination in Japan2022
- Author(s)
  Yuto Omae, Yohei Kakimoto, Makoto Sasaki, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
- Journal Title
  
  Mathematical Biosciences and Engineering
  
  Volume: 19 Issue: 1 Pages: 1026-1040
- DOI
  10.3934/mbe.2022047
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] Fast screening framework for infection control scenario identification2022
- Author(s)
  Kakimoto Yohei, Omae Yuto, Toyotani Jun, Takahashi Hirotaka
- Journal Title
  
  Mathematical Biosciences and Engineering
  
  Volume: 19 Issue: 12 Pages: 12316-12333
- DOI
  10.3934/mbe.2022574
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] Impact of Removal Strategies of Stay-at-Home Orders on the Number of COVID-19 Infectors and People Leaving Their Homes2021
- Author(s)
  Yuto Omae, Yohei Kakimoto, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
- Journal Title
  
  International Journal of Innovative Computing, Information and Control
  
  Volume: 17 Issue: 03 Pages: 1055
- DOI
  10.24507/ijicic.17.03.1055
- ISSN
  1349-4198
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] How Teachers Can Use Analysis by AI: A Case Study of Active Learning Using intelligent edutab2021
- Author(s)
  大島崇行、古屋達朗、大前佑斗、榊原範久、水越一貴、髙橋弘毅、水落芳明、八代一浩
- Journal Title
  
  Journal of Science Education in Japan
  
  Volume: 45 Issue: 2 Pages: 171-183
- DOI
  10.14935/jssej.45.171
- NAID
  130008065629
- ISSN
  0386-4553, 2188-5338
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K12090
[Journal Article] SIR model-based verification of effect of COVID-19 Contact-Confirming Application (COCOA) on reducing infectors in Japan2021
- Author(s)
  Yuto Omae, Yohei Kakimoto, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
- Journal Title
  
  Mathematical Biosciences and Engineering
  
  Volume: 18 Pages: 6506-6526
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] Effectiveness of the COVID-19 Contact-Confirming Application (COCOA) Based on Multi-Agent Simulation2021
- Author(s)
  Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: 25 Issue: 6 Pages: 931-943
- DOI
  10.20965/jaciii.2021.p0931
- NAID
  130008119386
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] Reliability of Multi-Agent Based Infection Simulator with Parameters of Isolation Wards2021
- Author(s)
  Yuto Omae, Yohei Kakimoto, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
- Journal Title
  
  ICIC Express Letters, Part B: Applications
  
  Volume: 12 Issue: 06 Pages: 577
- DOI
  10.24507/icicelb.12.06.577
- NAID
  40022610874
- ISSN
  2185-2766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04535
[Journal Article] A System to Analyze and Support Learners’ Spontaneous Interactions2021
- Author(s)
  Masaya Matsushita, Yuto Omae, Tatsuro Furuya, Kazuhiro Yatsushiro, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Hirotaka Takahashi
- Journal Title
  
  ICIC Express Letters, Part B: Applications
  
  Volume: 12 Issue: 06 Pages: 549
- DOI
  10.24507/icicelb.12.06.549
- NAID
  40022610838
- ISSN
  2185-2766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K12090
[Journal Article] Classification of Human Gait Acceleration Data Using Convolutional Neural Networks2020
- Author(s)
  Daniel Kreuter, Hirotaka Takahashi, Yuto Omae, Takuma Akiduki, Zhang, Zhong
- Journal Title
  
  International Journal of Innovative Computing, Information and Control
  
  Volume: 16 Issue: 02 Pages: 609
- DOI
  10.24507/ijicic.16.02.609
- ISSN
  1349-4198
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20062, KAKENHI-PROJECT-19K14924
[Journal Article] Detection of Swimming Stroke Start Timing by Deep Learning from an Inertial Sensor2020
- Author(s)
  Yuto Omae, Masahiro Kobayashi, Kazuki Sakai, Takuma Akiduki, Akira Shionoya, Hirotaka Takahashi
- Journal Title
  
  ICIC Express Letters, Part B: Applications
  
  Volume: 11 Issue: 03 Pages: 245
- DOI
  10.24507/icicelb.11.03.245
- NAID
  40022249321
- ISSN
  2185-2766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K14924, KAKENHI-PROJECT-19K20062, KAKENHI-PROJECT-17K05437
[Journal Article] Algorithm for Detection of Effective Study Logs Based on Time-Driven Hypothesis Test and Implementing It in a CSCL System2020
- Author(s)
  大前佑斗、古屋達朗、水越一貴、大島崇行、榊原範久、水落芳明、八代一浩、高橋弘毅
- Journal Title
  
  電子情報通信学会論文誌D 情報・システム
  
  Volume: J103-D Issue: 12 Pages: 906-918
- DOI
  10.14923/transinfj.2020JDP7012
- ISSN
  1880-4535, 1881-0225
- Year and Date
  2020-12-01
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K12090
[Journal Article] 初等教育機関における人工知能の教育実践とキャリア形成・動機付け・ルーブリックの関連分析2020
- Author(s)
  大前佑斗、古屋達朗、松下将也、水越一貴、八代一浩、高橋弘毅
- Journal Title
  
  日本教育工学会論文誌
  
  Volume: 44 Pages: 213-223
- NAID
  130007926377
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K12090
[Journal Article] Estimation Method of Turn Section During Swimming by Using Ensemble Learning and Single Inertial Sensor2019
- Author(s)
  小林幹京, 大前佑斗, 酒井一樹, 秋月拓磨, 塩野谷明, 高橋弘毅
- Journal Title
  
  Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
  
  Volume: 31 Issue: 1 Pages: 597-602
- DOI
  10.3156/jsoft.31.1_597
- NAID
  130007594758
- ISSN
  1347-7986, 1881-7203
- Year and Date
  2019-02-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-16K06156, KAKENHI-PROJECT-17K13179
[Journal Article] Consideration of Human Motion's Individual Differences-Based Feature Space Evaluation Function for Anomaly Detection2019
- Author(s)
  Masaya Mori, Yuto Omae, Takuma Akiduki, Hirotaka Takahashi
- Journal Title
  
  International Journal of Innovative Computing, Information and Control
  
  Volume: 15 Issue: 02 Pages: 783
- DOI
  10.24507/ijicic.15.02.783
- ISSN
  1349-4198
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K13179, KAKENHI-PROJECT-17K05437
[Journal Article] A Novel Deep Learning Optimization Algorithm for Human Motions Anomaly Detection2019
- Author(s)
  Yuto Omae, Masaya Mori, Takuma Akiduki, Hirotaka Takahashi
- Journal Title
  
  International Journal of Innovative Computing, Information and Control
  
  Volume: 15 Issue: 01 Pages: 199
- DOI
  10.24507/ijicic.15.01.199
- ISSN
  1349-4198
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-16K06156, KAKENHI-PROJECT-17K13179
[Journal Article] Swimming Motion Classification for Coaching System by Using a Sensor Device2018
- Author(s)
  Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
- Journal Title
  
  ICIC Express Letters, Part B: Applications
  
  Volume: 09 Issue: 03 Pages: 209
- DOI
  10.24507/icicelb.09.03.209
- NAID
  40021546653
- ISSN
  2185-2766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K06156, KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-17K13179
[Journal Article] Feature Selection Algorithm Considering Trial and Individual Differences for Machine Learning of Human Activity Recognition2017
- Author(s)
  Yuto Omae, Hirotaka Takahashi
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: 21 Issue: 5 Pages: 813-824
- DOI
  10.20965/jaciii.2017.p0813
- NAID
  130007520105
- ISSN
  1343-0130, 1883-8014
- Year and Date
  2017-09-20
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-17K13179
[Journal Article] Swimming Style Classification Based on Ensemble Learning and Adaptive Feature Value by Using Inertial Measurement Unit2017
- Author(s)
  Yuto Omae, Yoshihisa Kon, Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: 21 Issue: 4 Pages: 616-631
- DOI
  10.20965/jaciii.2017.p0616
- NAID
  130007520109
- ISSN
  1343-0130, 1883-8014
- Year and Date
  2017-07-20
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-17K13179
[Presentation] 肺動脈楔入圧推定のための回帰型CNNにおける教師データサイズに対する汎化性能と推定根拠の変容2024
- Author(s)
  三浦朋樹、大前佑斗、齋藤佑記、柿本陽平、森雅也、奥村恭男、豊谷純
- Organizer
  電子情報通信学会技術研究報告集（ソフトウェアインタプライズ研究会）
- Data Source
  KAKENHI-PROJECT-23K11310
[Presentation] 回帰型CNNによる肺動脈楔入圧の検査値推定と長期予後予測2024
- Author(s)
  大前佑斗、齋藤佑記、溝渕公規、藤戸秀聡、宮川真継、北野大輔、遠山一人、深町大介、豊谷純、奥村恭男
- Organizer
  日本大学特別研究成果報告シンポジウム
- Data Source
  KAKENHI-PROJECT-23K11310
[Presentation] 授業アンケートに対する一覧性の高い評価分析システムの開発2023
- Author(s)
  柿本陽平，大島崇行，椎谷由佳，柿本陽平，大前佑斗，高橋弘毅
- Organizer
  IEICE総合大会2023
- Data Source
  KAKENHI-PROJECT-20K03204
[Presentation] 授業アンケートに対する一覧性の高い評価分析システムの開発2023
- Author(s)
  柿本陽平, 大島崇行, 椎谷由佳, 大前佑斗, 高橋弘毅
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] 学習振り返りシステム Ref-tab の開発と教師評価2023
- Author(s)
  大島崇行，椎谷由佳，柿本陽平，大前佑斗，高橋弘毅
- Organizer
  日本教育工学会2023年春季全国大会（第42回大会）
- Data Source
  KAKENHI-PROJECT-20K03204
[Presentation] Ref-tabによる振り返りの共有が学習者に与える効果2023
- Author(s)
  椎谷由佳，大島崇行，柿本陽平，大前佑斗，高橋弘毅
- Organizer
  日本教育工学会2023年春季全国大会（第42回大会）
- Data Source
  KAKENHI-PROJECT-20K03204
[Presentation] 小規模な心筋細胞画像のテクスチャ特徴量による心筋症状態分類予測と判定要因分析2023
- Author(s)
  森雅也、小山裕、大前佑斗、原一之、豊谷純、奥村恭男、羽尾裕之
- Organizer
  第56回（令和5年度）日本大学生産工学部学術講演会
- Data Source
  KAKENHI-PROJECT-23K11310
[Presentation] Basic Investigation of a Method of Assessing Tennis Forehand Stroke Quality Using Convoluted Neural Networks and Inertia Sensors2022
- Author(s)
  Yuto Omae
- Organizer
  International Conference on Mathematical Modeling in Physical Sciences
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] 学習者の記述文書解析システムを用いた振り返りが教師に与える影響2022
- Author(s)
  椎谷由佳、大島崇行、柿本陽平、大前祐斗、高橋弘毅
- Organizer
  第7回 edutab フォーラム「GIGA スクール時代の ICT 利活用教育」
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] 学習者の記述文章解析システムの開発2022
- Author(s)
  柿本陽平、大島崇行、椎谷由佳、大前祐斗、高橋弘毅
- Organizer
  第7回 edutab フォーラム「GIGA スクール時代の ICT 利活用教育」
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] 深層学習と慣性センサによるバドミントンにおけるサーブフォームのクオリティ判定2022
- Author(s)
  大前佑斗
- Organizer
  電子情報通信学会総合大会2022
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] 大学におけるデータサイエンスリテラシー講義後の文章からの興味・関心の推定2022
- Author(s)
  倉橋祐太、大前佑斗、柿本陽平、高橋弘毅
- Organizer
  第7回 edutab フォーラム「GIGA スクール時代の ICT 利活用教育」
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] 畳込みニューラルネットワークと慣性信号によるシュートフォームのクオリティ判定2021
- Author(s)
  大前佑斗, 秋月拓磨, 高橋弘毅
- Organizer
  電子情報通信学会総合大会2021
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] AIによる分析を教師がどう活用するか ―intelligent edutabを用いたアクティブ・ラーニングの事例―2021
- Author(s)
  大島崇行, 古屋達朗, 大前佑斗, 榊原範久, 水越一貴, 八代一浩. 髙橋弘毅. 水落芳明
- Organizer
  2021 edutabフォーラム
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] 学習者は振り返りに何を記述するのか　小学4年社会科「地域に伝わる年中行事」における事例的研究2021
- Author(s)
  大島崇行，阿部雄太，村山隆，岩澤真優，大前佑斗
- Organizer
  日本教育工学会2021年春季全国大会
- Data Source
  KAKENHI-PROJECT-20K03204
[Presentation] インテリジェントedutabについて2021
- Author(s)
  大前佑斗, 高橋弘毅
- Organizer
  2021 edutabフォーラム
- Data Source
  KAKENHI-PROJECT-20K12090
[Presentation] ニューラルネットワークを活用した個人投資家のリスク選好と意思決定の分析2020
- Author(s)
  家富紗妃, 野澤裕基, 大前佑斗
- Organizer
  電子情報通信学会ソフトウェアインタプライズ研究会
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] Detection of Swimming Stroke Start Timing by Deep Learning from an Inertial Sensor2019
- Author(s)
  Yuto Omae, Masahiro Kobayashi, Kazuki Sakai, Takuma Akiduki, Akira Shionoya, Hirotaka Takahashi
- Organizer
  Proceedings of the 14th International Conference on Innovative Computing, Information and Control
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] ディープラーニングと単一慣性センサを用いた競泳指導サポートシステム: プロトタイプ構築2019
- Author(s)
  大前佑斗, 小林幹京, 酒井一樹, 秋月拓磨, 塩野谷明, 高橋弘毅
- Organizer
  第35回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] Classification of Human Gait Acceleration Data Using Convolutional Neural Networks2019
- Author(s)
  Daniel Kreuter, Hirotaka Takahashi, Yuto Omae, Takuma Akiduki, Zhang Zhong
- Organizer
  Proceedings of the 14th International Conference on Innovative Computing, Information and Control
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20062
[Presentation] 畳込みニューラルネットワークと慣性センサによる運動支援システムの構築2018
- Author(s)
  森雅也, 大前佑斗
- Organizer
  情報処理学会第80回全国大会
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] 単一慣性センサとアンサンブル学習を活用したターン区間の推定2018
- Author(s)
  小林幹京, 大前佑斗, 酒井一樹, 秋月拓磨, 塩野谷明, 高橋弘毅
- Organizer
  第34回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] 身体動作の異常値検知問題におけるCHI-FS評価関数の信頼性の検証2018
- Author(s)
  森雅也, 秋月拓磨, 高橋弘毅, 大前佑斗
- Organizer
  情報処理学会第80回全国大会
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] Estimation Method of Turn Section by Ensemble Learning for Swimming Motion Coaching System2018
- Author(s)
  Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Takuma Akiduki, Akira Shionoya, Hirotaka Takahashi
- Organizer
  The 7th International GIGAKU Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] A Novel Deep Learning Optimization Algorithm for Human Motions Anomaly Detection2018
- Author(s)
  Yuto Omae, Masaya Mori, Takuma Akiduki, Hirotaka Takahashi
- Organizer
  The 13th International Conference on Innovative Computing, Information and Control (ICICIC2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] Consideration of Human Motion's Individual Differences-based Feature Space Evaluation Function for Anomaly Detection2018
- Author(s)
  Masaya Mori, Yuto Omae, Takuma Akiduki, Hirotaka Takahashi
- Organizer
  The 13th International Conference on Innovative Computing, Information and Control (ICICIC2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] 身体動作の個人差に対してロバストな特徴量空間評価関数の提案2017
- Author(s)
  森雅也, 秋月拓磨, 高橋弘毅, 大前佑斗
- Organizer
  電子情報通信学会技術研究報告（パターン認識・メディア理解研究会）
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] 深層学習と慣性センサを活用した個別ストローク動作開始タイミングの推定手法2017
- Author(s)
  大前佑斗, 小林幹京, 酒井一樹, 塩野谷明, 高橋弘毅, 宮地力, 櫻井義久, 中井一文, 江崎修央, 秋月拓磨
- Organizer
  電子情報通信学会技術研究報告（パターン認識・メディア理解研究会）
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] Swimming Motion Classification for Coaching System by Using a Sensor Device2017
- Author(s)
  Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
- Organizer
  The 12th International Conference on Innovative Computing, Information and Control
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K13179
[Presentation] Machine Learning-Based Collaborative Learning Optimizer toward Intelligent CSCL System2017
- Author(s)
  Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi
- Organizer
  2017 IEEE/SICE International Symposium on System Integration
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K13179

1. Takahashi Hirotaka (40419693)

# of Collaborated Projects: 5 results

# of Collaborated Products: 23 results
2. Oshima Takayuki (60824224)

# of Collaborated Projects: 3 results

# of Collaborated Products: 8 results
3. 八代一浩 (30312177)

# of Collaborated Projects: 3 results

# of Collaborated Products: 2 results
4. 水落芳明 (40510053)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
5. 榊原範久 (50824231)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
6. 柿本陽平 (90899494)

# of Collaborated Projects: 2 results

# of Collaborated Products: 7 results
7. 豊谷純 (70459866)

# of Collaborated Projects: 2 results

# of Collaborated Products: 7 results
8. Nishimura Makoto (80259829)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 高橋三男 (40197182)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 大塚友彦 (80262278)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 清水昭博 (90149914)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 松井義弘 (40300545)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 濱住啓之 (30822027)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 一戸隆久 (40290720)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 城石英伸 (30413751)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 原一之 (30311004)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
17. 権寧博 (80339316)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
18. 佐々木真 (70575919)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
19. 齋藤佑記 (10838494)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
20. 奥村恭男 (20624159)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
21. KOBAYASHI Masahiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
22. SAKAI Kazuki

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results

oomae yuuto 大前 佑斗

Yuto Omae 大前 佑斗

Research Projects

Research Products

Co-Researchers

過疎地域・離島を中心に展開する拡散型オンライン教員研修モデルの構築

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

心臓の検査値を推定する深層学習における自律進化型フレームワークの構築Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

深層学習によるCOVID-19感染伝播と経済活動を同時制御する社会運営戦略の発見

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a Support System for Analysis of Reflection in Active Learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Portfolio System to Support Distance Active Learning by using Artificial Intelligence

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Deep Learning for Extraction of Sports Trainer's KnowledgePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A method to evaluate swimming performance based on deep learning and a single inertial sensorPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of experimental training materials in early engineer education for students with various disabilities

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] The Science of Swimming and Aquatic Activities, Chapter 17. Human Activity Analysis on Swimming Based on Machine Learning, Signal Processing and Inertial Measurement Unit2018

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Gaussian Process-based Bayesian Optimization and Shape Transformation of Benchmark Functions2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Features gradient-based signals selection algorithm of linear complexity for convolutional neural networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Seat Allocation Model for Constraining COVID-19 Infection Risk in Restaurants2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Effects of Exploration Weight and Overtuned Kernel Parameters on Gaussian Process-Based Bayesian Optimization Search Performance2023

Author(s)

Journal Title

oomae yuuto 大前佑斗

Yuto Omae 大前佑斗