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Thach Le Nguyen

Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification

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Jun 18, 2024
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Evaluating Explanation Methods for Multivariate Time Series Classification

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Sep 07, 2023
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Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms

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Aug 15, 2023
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An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification

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Jul 10, 2023
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AMEE: A Robust Framework for Explanation Evaluation in Time Series Classification

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Jun 08, 2023
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Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers

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Oct 02, 2022
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Scalable Classifier-Agnostic Channel Selection for MTSC

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Jun 18, 2022
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MrSQM: Fast Time Series Classification with Symbolic Representations

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Sep 02, 2021
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Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations

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May 31, 2020
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Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains

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Aug 12, 2018
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