| 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]. 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
[2]. Understanding Human Work Behavior by Action Segmentation Model with Feature Selection
10th IEEE Asia-Pacific Conference on Computer Science and Data Engineering / - (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuto Shimizu, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
[3]. Online Closed Episode Mining with Root-Order Decomposition
2023 IEEE International Conference on Big Data (8th Workshop on Real-time Stream Analytics, Stream Mining, CER/CEP & Stream Data Management in Big Data) / 2683-2689 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Hinano Sako, Yoshitaka Yamamoto
[4]. Elastic Data Binning: Time-series Sketching for Time-domain Astrophysics Analysis
Journal of ACM Applied Computing Review 23/2 2-22 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Shigeyuki Sako, Yushi Nishikawa, Yoshitaka Yamamoto [DOI]
[5]. Regularizing Oversmoothing of Temporal Convolutional Networks for Action Segmentation into Human Assembly Operations
Journal of Signal Processing 27/4 75-79 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Keisuke Nakamura, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
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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]. バイクの組立作業の習熟をサポートする工程識別システムの構築と機械的フィードバックの効果
情報処理学会 第86回全国大会 （2024/3/17） other
[Presenter]中村光伴, 山本泰生, 西村雅史, 白澤怜樹, 中野貴行, 青木崇浩
[2]. 少量データから組立標準作業を判別する対照学習法の検討
情報処理学会 第86回全国大会 （2024/3/15） other
[Presenter]上山太郎, 山本泰生, 西村雅史, 白澤怜樹, 中野貴行, 青木崇浩
[3]. Online Seasonal Length Estimation: A Fast and Accurate Algorithm for Sea-sonality analysis
The 10th International Symposium toward the Future of Advanced Researches in Shizuoka University (ISFAR-SU2024) （2024/3/6） other
[Presenter]Thanapol Phungtua-eng, Yoshitaka Yamamoto
[4]. Enhancing Seasonal Length Estimation for Time-Series Streaming Data using Sliding Discrete Fourier Transform
第131回知識ベースシステム研究会 （2024/3/4） other
[Presenter]Phungtua-eng Thanapol, 山本 泰生
[5]. 組立作業工程の行動分析のための特徴量選択を伴う行動分節化モデルの提案
第130回知識ベースシステム研究会 （2023/11/24） other
[Presenter]清水 裕斗, 山本 泰生, 西村 雅史, 塩野 由紀, 白澤 怜樹, 中野 貴行, 青木 崇浩
|
[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 ）
|
[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]. 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)
[2]. 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
[3]. 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
[4]. 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)
[5]. 質問にMOOCsの映像とスライドで解答するシステムの構築 （2013/4 ) [Offer orgnization] 人工知能財団 [System name] 人工知能財団助成 [Role] co-investigator(Kenkyū-buntansha) |
[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]. 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
[2]. 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
[3]. 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
[4]. PC member of The Seventh International Symposium on Computing and Networking (CANDAR 2021) （2021/11)
[Role at conference, etc.] other
[5]. PC member of The Seventh International Symposium on Computing and Networking (CANDAR 2020) （2020/11)
[Role at conference, etc.] other
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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 )
|