15 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Unsupervised Causal Binary Concepts Discovery with VAE for Black-box Model Explanation
Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto +1
We aim to explain a black-box classifier with the form: `data X is classified as class Y because X \textit{has} A, B and \textit{does not have} C' in which A, B, and C are high-lev…
stat.ME2020★ 7 cited
Statistically Significant Pattern Mining with Ordinal Utility
Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto +1
Statistically significant patterns mining (SSPM) is an essential and challenging data mining task in the field of knowledge discovery in databases (KDD), in which each pattern is e…
cs.LG2020★ 15 cited
Seasonal-adjustment Based Feature Selection Method for Large-scale Search Engine Logs
Thien Q. Tran, Jun Sakuma
Search engine logs have a great potential in tracking and predicting outbreaks of infectious disease. More precisely, one can use the search volume of some search terms to predict…