Enumeration of complete set of flock patterns in trajectories. - Xiaoliang Geng; Takuya Takagi; Hiroki Arimura; Takeaki Uno (IWGS, 2014)

Fully-online construction of suffix trees and DAWGs for multiple texts. - Takuya Takagi; Shunsuke Inenaga; Hiroki Arimura (CoRR, 2015)

Fully-online Construction of Suffix Trees for Multiple Texts. - Takuya Takagi; Shunsuke Inenaga; Hiroki Arimura (CPM, 2016)

Linear-Size CDAWG: New Repetition-Aware Indexing and Grammar Compression. - Takuya Takagi; Keisuke Goto 001; Yuta Fujishige; Shunsuke Inenaga; Hiroki Arimura (SPIRE, 2017)

On Reverse Engineering the Lyndon Tree. - Yuto Nakashima 001; Takuya Takagi; Shunsuke Inenaga; Hideo Bannai; Masayuki Takeda (Stringology, 2017)

Packed Compact Tries: A Fast and Efficient Data Structure for Online String Processing. - Takuya Takagi; Shunsuke Inenaga; Kunihiko Sadakane; Hiroki Arimura (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Truncated DAWGs and Their Application to Minimal Absent Word Problem. - Yuta Fujishige; Takuya Takagi; Diptarama Hendrian (SPIRE, 2018)

Multi Instance Learning For Unbalanced Data. - Mark Kozdoba; Edward Moroshko; Lior Shani; Takuya Takagi; Takashi Katoh; Shie Mannor; Koby Crammer (CoRR, 2018)

Online Algorithms for Constructing Linear-Size Suffix Trie. - Diptarama Hendrian; Takuya Takagi; Shunsuke Inenaga (CPM, 2019)

MR-RePair: Grammar Compression Based on Maximal Repeats. - Isamu Furuya; Takuya Takagi; Yuto Nakashima 001; Shunsuke Inenaga; Hideo Bannai; Takuya Kida (DCC, 2019)

Requirements for Explainable Smart Systems in the Enterprises from Users and Society Based on FAT. - Yuri Nakao; Junichi Shigezumi; Hikaru Yokono; Takuya Takagi (IUI Workshops, 2019)

On the size of the smallest alphabet for Lyndon trees. - Yuto Nakashima 001; Takuya Takagi; Shunsuke Inenaga; Hideo Bannai; Masayuki Takeda (Theor. Comput. Sci., 2019)

DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization. - Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Hiroki Arimura (IJCAI, 2020)

Fully-Online Suffix Tree and Directed Acyclic Word Graph Construction for Multiple Texts. - Takuya Takagi; Shunsuke Inenaga; Hiroki Arimura; Dany Breslauer; Diptarama Hendrian (Algorithmica, 2020)

Practical Grammar Compression Based on Maximal Repeats. - Isamu Furuya; Takuya Takagi; Yuto Nakashima 001; Shunsuke Inenaga; Hideo Bannai; Takuya Kida (Algorithms, 2020)

Efficient Constrained Pattern Mining Using Dynamic Item Ordering for Explainable Classification. - Hiroaki Iwashita; Takuya Takagi; Hirofumi Suzuki; Keisuke Goto 001; Kotaro Ohori; Hiroki Arimura (CoRR, 2020)

Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization. - Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Yuichi Ike; Kento Uemura; Hiroki Arimura (AAAI, 2021)

Explainable and Local Correction of Classification Models Using Decision Trees. - Hirofumi Suzuki; Hiroaki Iwashita; Takuya Takagi; Keisuke Goto 001; Yuta Fujishige; Satoshi Hara 001 (AAAI, 2022)

Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees. - Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Yuichi Ike (AISTATS, 2022)

A Multivariate Causal Discovery based on Post-Nonlinear Model. - Kento Uemura; Takuya Takagi; Kambayashi Takayuki; Hiroyuki Yoshida; Shohei Shimizu (CLeaR, 2022)

Exploring the Whole Rashomon Set of Sparse Decision Trees. - Rui Xin 002; Chudi Zhong; Zhi Chen 009; Takuya Takagi; Margo I. Seltzer; Cynthia Rudin (NeurIPS, 2022)

TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. - Zijie J. Wang; Chudi Zhong; Rui Xin 002; Takuya Takagi; Zhi Chen 009; Duen Horng Chau; Cynthia Rudin; Margo I. Seltzer (IEEE VIS (Short Papers), 2022)

Rule Mining for Correcting Classification Models. - Hirofumi Suzuki; Hiroaki Iwashita; Takuya Takagi; Yuta Fujishige; Satoshi Hara 001 (ICDM, 2023)

Counterfactual Explanation with Missing Values. - Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Yuichi Ike (CoRR, 2023)

Subgrouping Causal Networks of Disease Onset in Large-scale Health and Medical Data using Supercomputer Fugaku. - Taisei Tosaki; Eiichiro Uchino; Yohei Harada; Minoru Sakuragi; Yusuke Koyanagi; Seiji Okajima; Hirofumi Suzuki; Kentaro Kanamori; Masahiro Asaoka; Kouji Kurihara; Takuya Takagi; Koji Maruhashi; et al. (BIBM, 2024)

Learning Decision Trees and Forests with Algorithmic Recourse. - Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Yuichi Ike (ICML, 2024)

Distribution-Aligned Sequential Counterfactual Explanation with Local Outlier Factor. - Shoki Yamao; Ken Kobayashi; Kentaro Kanamori; Takuya Takagi; Yuichi Ike; Kazuhide Nakata (PRICAI (1), 2024)

Linear time online algorithms for constructing linear-size suffix trie. - Diptarama Hendrian; Takuya Takagi; Shunsuke Inenaga; Keisuke Goto 001; Mitsuru Funakoshi (Theor. Comput. Sci., 2024)