Publications

AALTD2020

A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification [PDF] [Slides] [Code]

Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) Workshop, Sep. 2022


AALTD2021

Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification [PDF]

Surabhi Agarwal, Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) Workshop, Sep. 2021