Suzuki Yusuke

スズキユウスケ | Suzuki Yusuke

Affiliation and department：

Research field (2)： Intelligent informatics , Information theory

Research keywords (3)：データマイニング , グラフマイニング , 機械学習

Research theme for competitive and other funds (11)：

2021 - 2024 グラフ構造のダイナミクスを模倣する確率的形式グラフ体系の学習可能性の探究
2019 - 2023 大規模グラフ構造圧縮データに対する並列グラフマイニングシステムの開発
2019 - 2023 多様な付加情報を活用したグラフ構造データに対する高性能グラフマイニング手法の開発
2015 - 2019 Development of memory-saving high-speed graph mining method for graph grammar-compressed data
2014 - 2017 Learning of formal graph systems and its application to graph mining

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Papers (31)：

Takayoshi SHOUDAI, Satoshi MATSUMOTO, Yusuke SUZUKI, Tomoyuki UCHIDA, Tetsuhiro MIYAHARA. Parameterized Formal Graph Systems and Their Polynomial-Time PAC Learnability. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2023. E106.A. 6. 896-906
Satoshi Matsumoto, Tomoyuki Uchida, Takayoshi Shoudai, Yusuke Suzuki, Tetsuhiro Miyahara. An Efficient Learning Algorithm for Regular Pattern Languages Using One Positive Example and a Linear Number of Membership Queries. IEICE Transactions on Information and Systems. 2020. E103-D. 3. 526-539
Yusuke Suzuki, Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Satoshi Matsumoto, Tetsuji Kuboyama. Enumeration of Maximally Frequent Ordered Tree Patterns with Height-Constrained Variables for Trees. Information Processing Society of Japan. Transactions on mathematical modeling and its applications. 2019. 12. 3. 78-88
Tomoyuki Uchida, Satoshi Matsumoto, Takayoshi Shoudai, Yusuke Suzuki, Tetsuhiro Miyahara. Exact Learning of Primitive Formal Systems Defining Labeled Ordered Tree Languages via Queries. IEICE Transactions on Information and Systems. 2019. E102-D. 3. 470-482
Fumiya Tokuhara, Tetsuhiro Miyahara, Tetsuji Kuboyama, Yusuke Suzuki, Tomoyuki Uchida. Acquisition of characteristic sets of block preserving outerplanar graph patterns by a two-stage evolutionary learning method for graph pattern sets. International Journal of Computational Intelligence Studie. 2018. 7. 3/4. 270-288

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MISC (3)：

KAWASAKI Yuma, MIYAHARA Tetsuihiro, KUBOYAMA Tetsuji, SUZUKI Yusuke, UCHIDA Tomoyuki. Evolutionary Acquisition of Multiple TTSP Graph Patterns with Wildcards by Clustering TTSP Graphs. Proceedings of the Annual Conference of JSAI. 2021. JSAI2021. 4G3GS2l01-4G3GS2l01
YOKOYAMA Shunsuke, MIYAHARA Tetsuhiro, SUZUKI Yusuke, UCHIDA Tomoyuki, KUBOYAMA Tetsuji. Acquisition of Tag Tree Patterns with Vertex Labels and Wildcards by Evolutionary Learning using Label Information. Proceedings of the Annual Conference of JSAI. 2021. JSAI2021. 4G3GS2l02-4G3GS2l02
OKINAGA Shiho, TOKUHARA Fumiya, MIYAHARA Tetsuhiro, SUZUKI Yusuke, KUBOYAMA Tetsuji, UCHIDA Tomoyuki. Acquisition of Block Preserving Outerplanar Graph Patterns with Wildcards by Genetic Programming. Proceedings of the Annual Conference of JSAI. 2019. JSAI2019. 4L3J805-4L3J805

Education (3)：

Professional career (1)：

Work history (3)：

2023/04 - 現在 Hiroshima City University Graduate School of Information Sciences Department of Intelligent Systems
2007/04 - 2023/03 Hiroshima City University Graduate School of Information Sciences Department of Intelligent Systems
2004/10 - 2007/04 Hiroshima City University

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