Takuya Takagi

According to our database, Takuya Takagi authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Linear time online algorithms for constructing linear-size suffix trie.

Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga, Keisuke Goto, Mitsuru Funakoshi

Theor. Comput. Sci., 2024

Distribution-Aligned Sequential Counterfactual Explanation with Local Outlier Factor.

Shoki Yamao, Ken Kobayashi, Kentaro Kanamori, Takuya Takagi, Yuichi Ike, Kazuhide Nakata

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Learning Decision Trees and Forests with Algorithmic Recourse.

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Counterfactual Explanation with Missing Values.

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike

CoRR, 2023

Rule Mining for Correcting Classification Models.

Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization.

Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Exploring the Whole Rashomon Set of Sparse Decision Trees.

Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Multivariate Causal Discovery based on Post-Nonlinear Model.

Kento Uemura, Takuya Takagi, Kambayashi Takayuki, Hiroyuki Yoshida, Shohei Shimizu

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees.

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Explainable and Local Correction of Classification Models Using Decision Trees.

Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Keisuke Goto, Yuta Fujishige, Satoshi Hara

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization.

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Efficient Constrained Pattern Mining Using Dynamic Item Ordering for Explainable Classification.

Hiroaki Iwashita, Takuya Takagi, Hirofumi Suzuki, Keisuke Goto, Kotaro Ohori, Hiroki Arimura

CoRR, 2020

Practical Grammar Compression Based on Maximal Repeats.

Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida

Algorithms, 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

DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization.

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Hiroki Arimura

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

On the size of the smallest alphabet for Lyndon trees.

Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda

Theor. Comput. Sci., 2019

Requirements for Explainable Smart Systems in the Enterprises from Users and Society Based on FAT.

Yuri Nakao, Junichi Shigezumi, Hikaru Yokono, Takuya Takagi

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

MR-RePair: Grammar Compression Based on Maximal Repeats.

Isamu Furuya, Takuya Takagi, Yuto Nakashima, Shunsuke Inenaga, Hideo Bannai, Takuya Kida

Proceedings of the Data Compression Conference, 2019

Online Algorithms for Constructing Linear-Size Suffix Trie.

Diptarama Hendrian, Takuya Takagi, Shunsuke Inenaga

Proceedings of the 30th Annual Symposium on Combinatorial Pattern Matching, 2019

2018

Multi Instance Learning For Unbalanced Data.

Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer

CoRR, 2018

Truncated DAWGs and Their Application to Minimal Absent Word Problem.

Yuta Fujishige, Takuya Takagi, Diptarama Hendrian

Proceedings of the String Processing and Information Retrieval, 2018

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

On Reverse Engineering the Lyndon Tree.

Yuto Nakashima, Takuya Takagi, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda

Proceedings of the Prague Stringology Conference 2017, 2017

Linear-Size CDAWG: New Repetition-Aware Indexing and Grammar Compression.

Takuya Takagi, Keisuke Goto, Yuta Fujishige, Shunsuke Inenaga, Hiroki Arimura

Proceedings of the String Processing and Information Retrieval, 2017

2016

Fully-online Construction of Suffix Trees for Multiple Texts.

Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura

Proceedings of the 27th Annual Symposium on Combinatorial Pattern Matching, 2016

2015

Fully-online construction of suffix trees and DAWGs for multiple texts.

Takuya Takagi, Shunsuke Inenaga, Hiroki Arimura

CoRR, 2015

2014

Enumeration of complete set of flock patterns in trajectories.

Xiaoliang Geng, Takuya Takagi, Hiroki Arimura, Takeaki Uno

Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014