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J-GLOBAL ID：202001004292533898 Update date: Feb. 26, 2025

Takagi Takuya

タカギタクヤ | Takagi Takuya

Affiliation and department：
Job title： Researcher

Research field (2)： Intelligent informatics , Information theory

Research keywords (3)： Algorithm , Data Structure , Text Processing

Research theme for competitive and other funds (2)：

2021 - 2025 Study of index construction and compression algorithms in fully-online setting
2015 - 2018 スパース接尾辞木を用いた高速マルチストリーム索引の研究開発

Papers (27)：

Shoki Yamao, Ken Kobayashi, Kentaro Kanamori, Takuya Takagi, Yuichi Ike, Kazuhide Nakata. Distribution-Aligned Sequential Counterfactual Explanation with Local Outlier Factor. PRICAI (1). 2024. 243-256
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike. Learning Decision Trees and Forests with Algorithmic Recourse. ICML. 2024
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara 0001. Rule Mining for Correcting Classification Models. CoRR. 2023. abs/2310.06446
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara 0001. Rule Mining for Correcting Classification Models. ICDM. 2023. 1331-1336
Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike. Counterfactual Explanation with Missing Values. CoRR. 2023. abs/2304.14606

MISC (5)：

SUZUKI Hirofumi, GOTO Keisuke, IWASHITA Hiroaki, TAKAGI Takuya, OHORI Kotaro, HARA Satoshi. Heuristic Algorithm for Human Acceptable Linear Model based on Weighted Lasso. JSAI Technical Report, SIG-FPAI. 2020. 112. 67-72
Efficient Constrained Pattern Mining Using Dynamic Item Ordering for Explainable Classification. 2020. 111. 40-45
Wide Learning Technology to Provide Trust Through Knowledge Discovery. 2019. 70. 4. 48-54
Extension of Ukkonen's Online Suffix Tree Algorithm to Multi-Stream Texts. 2015. 115. 84. 125-132
Faster Sparse Suffix Tree Construction on Word RAM. 2012. 2012. 9. 1-8

Education (4)：

2015 - 2018 Hokkaido University Graduate School of Information Science and Technology Division of Computer Science and Information Technology
2013 - 2015 Hokkaido University Graduate School of Information Science and Technology Division of Computer Science
2011 - 2013 Hokkaido University School of Engineering Department of Electronics and Information Engineering
2006 - 2011 Tomakomai National College of Technology

Professional career (3)：

Work history (5)：

2022/04 - 現在 Meiji University School of Science and Technology Department of Mechanical Engineering Informatics
2018/04 - 現在 Fujitsu Laboratories Ltd.
2020/04 - 2022/03 RIKEN AIP visiting researcher
2016/04 - 2018/03 Discrete Structure Manipulation System Project
2015/04 - 2018/03 Japan Society for the Promotion of Science Research Fellowships

Committee career (4)：

Awards (3)：

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