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Georgiana Ifrim

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

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Jun 18, 2024
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Machine Vision-Enabled Sports Performance Analysis

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Dec 18, 2023
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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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Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone

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Feb 21, 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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Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning

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May 17, 2022
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