| Doctor of Philosophy, Informatics The Graduate University for Advanced Studies 2010/10 |
Informatics - Theory of informatics
Informatics - Intelligent informatics |
Programming (teaching and coaching)
Applications of data mining and machine learning techniques
Designs of algorithms for appropriate memory-efficient data processing in IoT devices |
Data mining and knowledge discovery
Streaming data processing
Foundations of artificial intelligence (inference and its applications) |
| Big data processing , Time series data analysis, Pattern mining , Theories in inductive learning , Systems biology, Sketching algorithm for data summary |
・The Database Society of Japan
・The Japanese Society for Artificial Intelligence |
| http://lab.inf.shizuoka.ac.jp/yamamoto/ |
[1]. IoTデータの超軽量化とリアルタイム異常検知診断 ( 2020(FY) - ) [Category] 2. 電子情報通信 |
[1]. Adaptive seasonal-trend decomposition for streaming time series data with transitions and fluctuations in seasonality
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases / 426-443 (2025) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng and Yoshitaka Yamamoto [DOI]
[2]. Feature Analysis of Drunk States Using Biometric Sensing Data
2025 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / 1-5 (2025) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Jun Kutsuzawa, Kazuhide Suga, Masafumi Nishimura, Masanori Matsuda, Kei Asada, Nakano Ishinabe, Yoshinori Kajihara, and Yoshitaka Yamamoto
[3]. Personalized federated learning for assessing characteristic client data
IEEE i-COSTE Workshop / 1-6 (2024) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Shunsuke Kawano, Yoshitaka Yamamotom, and Daisuke Kaji
[4]. A fast season length estimation using sliding discrete fourier transform for time series streaming data
16th IIAI International Congress on Advanced Applied Informatics / 1-6 (2024) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng and Yoshitaka Yamamoto [DOI]
[5]. Visualization of the Proficiency Level of Assembly Work Using Inertial and Sound Sensors
2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / - (2024) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Tomoya Hirade, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki, Yoshitaka Yamamoto, Masafumi Nishimura
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[1].
（2018）
[Book type]book(educational)
[Sole author, co-author, or author and editor] joint work
[Author]岩沼宏治，美濃英俊，鍋島英知，山本泰生 [REP page number] 60ページ
[2]. Logical Modeling of Biological Systems
IStE-Ltd （2014）
[Book type]book(research)
[Sole author, co-author, or author and editor] joint work
[Author]Adrien Rougny, Christine Froidevaux, Yoshitaka Yamamoto, Katsumi Inoue [Range] Book chapter of Analyzing SBGN-AF Networks using Normal Logic Programs [REP page number] 9章担当
[3]. Elements of Computational Systems Biology
Wiley Book Series on Bioinformatics, John Wiley and Sons, Inc （2009）
[Book type]book(research)
[Sole author, co-author, or author and editor] joint work
[Author]Yoshitaka Yamamoto, Katsumi Inoue and Andrei Doncescu [Range] Book chapter of Integrating Abduction and Induction in Biological Inference using CF-induction [REP page number] 3章担当 |
[1]. （2022/7 ) [Category] artistic activity [URL]
[2]. （2022/7 ) [Category] artistic activity [URL] |
[1]. 飲酒が発話行動に与える影響の分析と評価
情報処理学会全国大会 （2025/3/） other
[Presenter]小祝和寛, 竹内麻衣, 塚越駿大, 松田将典, 朝田圭, 石鍋菜々子, 梶原芳典, 山本泰生, 西村雅史
[2]. Media Pipeを用いた開眼度分析による酔いの評価
情報処理学会全国大会 （2025/3/） other
[Presenter]塚越駿大, 松田将典, 朝田圭, 石鍋菜々子, 梶原芳典, 山本泰生, 西村雅史
[3]. 頻度計数サマリを構成する決定性近似アルゴリズムの予備的検討
第134回知識ベースシステム研究会 （2025/2/） other
[Presenter]山本泰生
[4]. クライアントの特徴データに適応する自治型連合学習の提案
第22回情報学ワークショップ （2024/12/） other
[Presenter]河野駿介, 山本泰生
[5]. クライアントの自治型連合学習モデルによるデータ独自性の定量化とその評価
第27回情報論的学習理論ワークショップ （2024/11/） other
[Presenter]河野駿介, 山本泰生, 梶大介
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[1]. funded (private)
leader （ 2022/4 ～ 2024/3 ）
[2]. joint (with other institution)
member （ 2021/9 ～ 2024/3 ）
[3]. joint (with other institution)
leader （ 2017/9 ～ 2025/3 ）
[4]. joint (with other institution)
leader （ 2013/4 ～ 2014/3 ）
[5]. joint (with other institution)
member （ 2012/4 ～ 2013/3 ）
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[1]. 高速・省メモリな半順序サポートサマリの開発と可用性検証 （ 2024/4 ～ 2027/3 ） Grant-in-Aid for Scientific Research (C) leader
[2]. 半導体デバイスを用いた電気刺激による細胞の分化誘導とそのメカニズムの解明 （ 2022/4 ～ 2024/3 ） Challenging Research(Exploratory) member
[3]. 広視野高頻度測光観測と異常検知による秒スケールで変動する宇宙の探査 （ 2021/4 ～ 2024/3 ） Grant-in-Aid for Scientific Research (A) member
[4]. 半順序ストリームに基づくデータ要約 （ 2020/4 ） Grant-in-Aid for Scientific Research (C) leader
[Notes] 2021年10月. 独立基盤形成支援事業採択
[5]. オンライン近似圧縮に基づく次世代ストリームデータマイニング法の開発 （ 2017/3 ） Grant-in-Aid for Scientific Research (C) leader
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[1]. 他拠点へ容易に展開可能な魚種・サイズ選別AIシステムの開発 （2025/4 - 2029/3 ) [Offer orgnization] 駿河湾・海洋DX先端拠点化プロジェクト [System name] マリンインフォマティクス研究 [Role] co-investigator(Kenkyū-buntansha)
[2]. DX-ACCELを用いた医薬品毒性スクリーニングキットの開発 （2024/4 ) [Offer orgnization] AMED [System name] 2024年度AMED橋渡し研究大阪大学拠点 研究シーズA [Role] co-investigator(Kenkyū-buntansha)
[3]. ノイズフルな時系列情報から異常発生の予兆を捉えるデータ純化技術の開発 （2023/10 - 2025/3 ) [Offer orgnization] 科学技術振興機構 [System name] 可能性検証 [Role] principal investigator
[4]. 高次知識を獲得するリソース指向型オンラインマイニング法の開発 （2014/10 - 2018/3 ) [Offer orgnization] 科学技術振興機構 [System name] さきがけ [Role] principal investigator
[5]. 潜在イベント系列コーパスの自動構築を目的とした負の相関ルール （2013/4 ) [Offer orgnization] （財）電気通信普及財団 [System name] （財）電気通信普及財団助成 [Role] co-investigator(Kenkyū-buntansha)
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[1]. NCSP'24 Student Paper Award Visualization of the Proficiency Level of Assembly Work Using Inertial and Sound Sensors （2024/3)
[Association] 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
[2]. （2024/3)
[3]. （2023/3)
[4]. NCSP'23 Student Paper Award Tackling Over-smoothing on Temporal Convolutional Networks for Operating Work Segmentation （2023/3)
[Association] 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
[5]. （2022/3)
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[1]. 学習システム、学習装置及び学習プログラム [Application Number] 特願2023-076809 (2024/5/8)
[2]. データ操作プログラム、データ操作システム、およびデータ操作方法 [Application Number] 特願2022-178710 (2022/11/8) |
[1]. Program Committee in The 16th International Congress on Advanced Applied Informatics(IIAI AAI 2024) （2025/3)
[Role at conference, etc.] other [Site of conference, etc.] Takamatsu
[2]. 人工知能学会第134回知識ベースシステム研究会 （2025/2)
[Role at conference, etc.] other [Site of conference, etc.] 那須
[3]. 人工知能学会第129回知識ベースシステム研究会 （2023/8)
[Role at conference, etc.] other [Site of conference, etc.] 沖縄
[4]. 人工知能学会第126回知識ベースシステム研究会 （2022/8)
[Role at conference, etc.] other [Site of conference, etc.] 沖縄
[5]. 人工知能学会第125回知識ベースシステム研究会 （2022/3)
[Role at conference, etc.] is leader [Site of conference, etc.] 北海道
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[1]. 人工知能学会論文誌・査読委員 （2021/10 - 2021/12 )
[2]. Journal of New Generation Computing 査読委員 （2019/2 - 2019/9 )
|