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東京科学大学 国際医工共創研究院 M&Dデータ科学センター データ科学アルゴリズム設計・解析分野

本分野では各種シーケンスデータ・センサデータ等の大規模データを迅速に処理・分析・活用するための手法を研究しています。
主に文字列・系列データに対して、パターンの照合・検索・発見、データ圧縮・圧縮データ処理等、様々な処理を高速かつ省領域に行うアルゴリズムとデータ構造の設計やその性能解析を行っています。また、それらの手法の理論的基盤となる文字列組合せ論の研究も行っています。
〒101-0062 東京都千代田区神田駿河台 2-3-10 駿河台キャンパス 22号館5階
計算機科学、特にアルゴリズムの素養がある学生を歓迎します。大学院入試情報(修士課程 医歯理工保健学専攻・博士課程 生命理工医療科学専攻)をご覧ください。
最新のNews
すべて見る最新のPublications
すべて見るJournalBijective BWT Based Compression Schemes
Golnaz Badkobeh, Hideo Bannai, Tomohiro I, Dominik Köppl — Theory Comput. Syst., 2026
引用(BibTeX)
@article{DBLP:journals/mst/BadkobehBIK26, author = {Golnaz Badkobeh and Hideo Bannai and Tomohiro I and Dominik K{\"{o}}ppl}, title = {Bijective {BWT} Based Compression Schemes}, journal = {Theory Comput. Syst.}, volume = {70}, number = {3}, pages = {42}, year = {2026}, url = {https://doi.org/10.1007/s00224-025-10235-w}, doi = {10.1007/S00224-025-10235-W}, timestamp = {Tue, 28 Jul 2026 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mst/BadkobehBIK26.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }JournalComputing NP-hard Repetitiveness Measures via MAX-SAT
Hideo Bannai, Keisuke Goto, Masakazu Ishihata, Shunsuke Kanda, Dominik Köppl, Takaaki Nishimoto, Bernardo Subercaseaux — ACM Trans. Algorithms, 2026
引用(BibTeX)
@article{DBLP:journals/talg/BannaiGIKKNS26, author = {Hideo Bannai and Keisuke Goto and Masakazu Ishihata and Shunsuke Kanda and Dominik K{\"{o}}ppl and Takaaki Nishimoto and Bernardo Subercaseaux}, title = {Computing NP-hard Repetitiveness Measures via {MAX-SAT}}, journal = {{ACM} Trans. Algorithms}, volume = {22}, number = {2}, pages = {15:1--15:25}, year = {2026}, url = {https://doi.org/10.1145/3777895}, doi = {10.1145/3777895}, timestamp = {Mon, 22 Jun 2026 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/talg/BannaiGIKKNS26.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }PreprintFast and Optimal Differentially Private Frequent-Substring Mining
Peaker Guo, Rayne Holland, Hao Wu
引用(BibTeX)
@article{DBLP:journals/corr/abs-2603-09166, author = {Peaker Guo and Rayne Holland and Hao Wu}, title = {Fast and Optimal Differentially Private Frequent-Substring Mining}, journal = {CoRR}, volume = {abs/2603.09166}, year = {2026}, url = {https://doi.org/10.48550/arXiv.2603.09166}, doi = {10.48550/ARXIV.2603.09166}, eprinttype = {arXiv}, eprint = {2603.09166}, timestamp = {Thu, 09 Apr 2026 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2603-09166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }JournalGrammar index by induced suffix sorting
Tooru Akagi, Dominik Köppl, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda — Theor. Comput. Sci., 2026
引用(BibTeX)
@article{DBLP:journals/tcs/AkagiKNIBT26, author = {Tooru Akagi and Dominik K{\"{o}}ppl and Yuto Nakashima and Shunsuke Inenaga and Hideo Bannai and Masayuki Takeda}, title = {Grammar index by induced suffix sorting}, journal = {Theor. Comput. Sci.}, volume = {1082}, pages = {116080}, year = {2026}, url = {https://doi.org/10.1016/j.tcs.2026.116080}, doi = {10.1016/J.TCS.2026.116080}, timestamp = {Thu, 02 Jul 2026 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcs/AkagiKNIBT26.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

