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Trang Nguyen
Trang Nguyen
University College Dublin, Insight Centre for Data Analytics
Dirección de correo verificada de ucdconnect.ie - Página principal
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A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification
TT Nguyen, T Le Nguyen, G Ifrim
Workshop on Advanced Analytics and Learning on Temporal Data, ECML 2020, 2020
312020
Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification
S Agarwal, TT Nguyen, T Le Nguyen, G Ifrim
Springer, 2021
52021
Amee: a robust framework for explanation evaluation in time series classification
TT Nguyen, TL Nguyen, G Ifrim
arXiv preprint arXiv:2306.05501, 2023
32023
Evaluating Explanation Methods for Multivariate Time Series Classification
DI Serramazza, TT Nguyen, T Le Nguyen, G Ifrim
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2023
2023
Generating Explanations to understand Fatigue in Runners Using Time Series Data from Wearable Sensors
B Kathirgamanathan, P Cunningham
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023
2023
Explaining Fatigue in Runners using Time Series Analysis on Wearable Sensor Data
B Kathirgamanathan, TT Nguyen, B Caulfield, G Ifrim, P Cunningham
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Artículos 1–6