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Audrey Der

Matrix Profile for Anomaly Detection on Multidimensional Time Series

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Sep 14, 2024
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A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining

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Aug 15, 2024
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PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies

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Jan 16, 2024
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Time Series Synthesis Using the Matrix Profile for Anonymization

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Nov 05, 2023
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Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights

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Nov 05, 2023
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Multitask Learning for Time Series Data with 2D Convolution

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Oct 10, 2023
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Toward a Foundation Model for Time Series Data

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Oct 05, 2023
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An Efficient Content-based Time Series Retrieval System

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Oct 05, 2023
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Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series

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Dec 09, 2022
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When is Early Classification of Time Series Meaningful?

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Feb 23, 2021
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