Thach Le Nguyen
Orcid: 0000-0002-4532-0548
According to our database1,
Thach Le Nguyen
authored at least 21 papers
between 2014 and 2024.
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Bibliography
2024
Data Min. Knowl. Discov., November, 2024
Softw. Impacts, 2024
Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
2023
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers.
Data Min. Knowl. Discov., March, 2023
Scalable classifier-agnostic channel selection for multivariate time series classification.
Data Min. Knowl. Discov., March, 2023
CoRR, 2023
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2023
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2023
2022
Softw. Impacts, 2022
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2022
2021
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021
Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021
2020
A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
2019
Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations.
Data Min. Knowl. Discov., 2019
2018
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains.
CoRR, 2018
2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
2014
Proceedings of the IEEE International Conference on Acoustics, 2014