| 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]. Estimating Intermediate Alcohol Intoxication States from Paired Facial Images
2026 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / - (2026) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Toshihiro Tsukagoshi, Masanori Matsuda, Kei Asada, Yoshitaka Yamamoto, Masafumi Nishimura
[2]. Towards On-device Physiological Data Monitoring Using the Time-series Range-Counting Summary
IEEE 8th International Conference on Activity and Behavior Computing (ABC'26) / - (2026) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Jun Kutsuzawa and Yoshitaka Yamamoto
[3]. Cross-silo human training in operational assembly: Integrating machine feedback for enhanced efficiency, Computers & Industrial Engineering
Computers & Industrial Engineering 213/ 1-14 (2025) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Kosuke Nakamura, Taro Ueyama, Masashi Nishimura, Takayuki Nakano, Yoshitaka Yamamoto [DOI]
[4]. TriLinear: Time Series Anomaly Detection Using Tricube Smoothing Decomposition and a Linear Forecasting Model
International Conference on Advanced Data Mining and Applications (ADMA'25), LNAI 16198/ 19-33 (2025) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] co-author
[Author] Thanapol Phungtua-eng, Yoshitaka Yamamoto [DOI]
[5]. 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
|
[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]. 時系列データの範囲検索に基づく異常検知法の有効性検証
情報処理学会第88回全国大会 （2026/3/） other
[Presenter]中込雄己, 山本泰生
[2]. 頻度計数サマリによる範囲検索クエリの高速化と時系列データの変動検出問題への適応
情報処理学会第88回全国大会 （2026/3/） other
[Presenter]岸上湧哉, 山本泰生
[3]. 欠損魚体画像に対するロバスト魚種判別のための漁港実画像ベンチマーク整備
情報処理学会第88回全国大会 （2026/3/） other
[Presenter]長井智哉, 大沼理巧, 長谷川達人, 峰野博史, 山本泰生
[4]. 座位の骨格動態に基づくほろ酔い検知の検討
情報処理学会第88回全国大会 （2026/3/） other
[Presenter]桑山隼矢, 松田将典, 朝田圭, 西村雅史, 山本泰生
[5]. AR グラスを用いた魚種分類可視化システムの提案
情報処理学会第88回全国大会 （2026/3/） other
[Presenter]奥木悠翔, 大沼理巧, 長谷川達人, 山本泰生, 峰野博史
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[1]. joint (with other institution)
leader （ 2025/4 ）
[2]. funded (private)
leader （ 2023/7 ～ 2027/3 ）
[Notes] 2026年度も継続
[3]. funded (private)
leader （ 2022/4 ～ 2024/3 ）
[4]. funded (private)
member （ 2020/5 ～ 2025/6 ）
[Notes] 2025年6月まで継続予定
[5]. joint (with other institution)
leader （ 2017/9 ～ 2027/3 ）
|
[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]. 新たな限界発現系gTOW2.0で解き明かす発現制約メカニズムの全体像 （ 2024/4 ～ 2028/3 ） ---- member
[3]. 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
[4]. 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
[5]. 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
|
[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)
|
[1]. （2026/3)
[2]. （2026/3)
[3]. （2026/3)
[4]. （2026/3)
[5]. the Best Paper - Running-up Award （2025/10)
[Association] The 21st International Conference on Advanced Data Mining and Applications 2025 (ADMA'25)
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[1]. 推定システム、モデル生成システム、推定方法、および推定プログラム [Application Number] 特願2026-025410 (2026/2/19)
[2]. 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)
[3]. 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]. 人工知能学会第137回知識ベースシステム研究会 （2025/12)
[Role at conference, etc.] other [Site of conference, etc.] 横浜市
[2]. 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
[3]. 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
[4]. 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
[5]. 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
|