Yamamoto Yoshitaka

ヤマモトヨシタカ | Yamamoto Yoshitaka

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： http://lab.inf.shizuoka.ac.jp/yamamoto/

Research field (2)： Intelligent informatics , Information theory

Research keywords (6)： Sketching algorithm for data summary , Systems biology , Theories in inductive learning , Pattern mining , Time series data analysis , Big data processing

Research theme for competitive and other funds (16)：

2021 - 2025 Survey of the Universe changing on sec time scale by wide-field, high-cadence photometry and anomaly detection
2022 - 2024 Cellar differentiation on the electronic semiconductor device induced by the electric stimulation
2020 - 2023 Towards a sublinear summarization for streaming partially-ordered data
2020 - 半順序ストリームに基づくデータ要約
2017 - 2020 Development of Integrated Approximation and Compression Techniques for Next Generation Streaming Data Mining

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Papers (32)：

Yuto Shimizu, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki. Temporal convolutional networks with feature selection for human manufacturing action analysis. 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing. 2023. 1-4
Keisuke Nakamura, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki. Tackling Over-smoothing on Temporal Convolutional Networks for Operating Work Segmentation. 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing. 2023. 1-4
Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako. Elastic Data Binning for Transient Pattern Analysis in Time-Domain Astrophysics. The 38th ACM/SIGAPP Symposium On Applied Computing. 2023. 1-8
Kento Yajima, Koji Iwanuma, Yoshitaka Yamamoto. A bottom-up enumeration algorithm of minimal generators without support counting for compressing nagative association rules. IIAI International Conference on Advanced Applied Informatics. 2022. 1-4
Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako. Dynamic Binning for the Unknown Transient Patterns Analysis in Astronomical Time Series. IEEE BigData2021 Poster. 2021. 5988-5990

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MISC (35)：

西村雅史, 山本泰生, 青木崇浩, 山口昌志. Assembly operation recognition with lightweight sensing data for human-centered manufacturing. Journal of Japanese Society for Artificial Intelligence. 2022. 1-6
Yoshitaka Yamamoto, Yasuo Tabei, Koji Iwanuma. Approximate-Closed-Itemset Mining for Streaming Data Under Resource Constraint. CoRR. 2019. abs/1901.01710
Fast Extraction of Minimal Generators from Closed Itemsets to Improve Negative Association Rule Mining. 2017. 112. 17-24
Extraction Calculation of Minimal Generators for Improve Efficiency of Negative Association Rules. 2017. 103. 61-66
山本泰生, 山内夏美, 岩沼宏治. Incremental intersection for frequent sequential pattern mining (特集「命題論理の充足可能性問題SATと応用技術」および一般). 人工知能基本問題研究会. 2016. 100. 80-85

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Patents (1)：

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

Books (3)：

データ構造とアルゴリズム
コロナ社 2018
Logical Modeling of Biological Systems
IStE-Ltd 2014
Elements of Computational Systems Biology
Wiley Book Series on Bioinformatics, John Wiley and Sons, Inc 2009

Lectures and oral presentations (56)：

特徴量選択を伴う時間畳み込みネットワークを用いた組立作業工程の行動分析
(人工知能学会全国大会 2023)
クライアントの自治型連合学習モデルの予備的検討
(人工知能学会全国大会 2023)
トランザクションデータストリームのサポートクエリに応答する劣線形サマリの構築
(知識ベースシステム研究会(第128回) 2023)
音情報の自己教師あり学習に基づく作業行動自動検出
(電子情報通信学会総合大会 2023)
慣性情報と音情報を用いた組み立て作業行動の異常検知
(情報処理学会全国大会 2023)

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Works (2)：

AIのエネルギー消費に関する雑感その2 AIの省エネ化の進め方
山本泰生 2022 - 現在
AIのエネルギー消費に関する雑感その1 データセンターの電力需要量はどれだけ伸びるのか
山本泰生 2022 - 現在

Education (3)：

2006 - 2010 The Graduate University for Advanced Studies (SOKENDAI)
2003 - 2005 Engineering for a Graduate School of Engineering, Kobe University
1999 - 2003 Faculty of Engineering, Kobe University

Professional career (1)：

Doctor of Philosophy, Informatics (The Graduate University for Advanced Studies)

Work history (3)：

2017/10 - 現在 Guest researcher in Riken AIP center
2009/04 - 2019/02 University of Yamanashi
2014/10 - 2018/03 JST Presto Researcher

Committee career (4)：

2022/04 - 現在人工知能学会知識ベースシステム研究会・主査
2018/04 - 現在電子情報通信学会人工知能と知識処理研究専門委員会専門委員
2018/05 - 2022/06 人工知能学会学会誌・論文誌編集委員
2018/04 - 2022/03 人工知能学会知識ベースシステム研究会幹事

Awards (9)：

2023/03 - 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing Tackling Over-smoothing on Temporal Convolutional Networks for Operating Work Segmentation
2023/03 - 情報処理学会情報処理学会全国大会学生奨励賞 Group DROによる行動分節化モデルの堅牢性能改善の実証的評価
2022/03 - 情報処理学会情報処理学会全国大会学生奨励賞
2018/05 - 人工知能学会 2017年度人工知能学会研究会優秀賞
2018/03 - 日本データベース学会第14回 (2017年度) 日本データベース学会上林奨励賞

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Association Membership(s) (3)：

The Database Society of Japan , The Institute of Electronics, Informatics and Communication Engineers (IEICE) , The Japanese Society for Artificial Intelligence

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