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Audrey Der — most-cited papers & profile · Time Series

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Audrey Der

8 papers · 8 citations

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Most-cited papers

When is Early Classification of Time Series Meaningful?
2021 · 8 citations
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series
2022
Toward a Foundation Model for Time Series Data
2023
Multitask Learning for Time Series Data with 2D Convolution
2023
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights
2023
Time Series Synthesis Using the Matrix Profile for Anonymization
2023
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining
2024

Top co-authors

Chin-Chia Michael Yeh · 6 Junpeng Wang · 6 Liang Wang · 6 Wei Zhang · 6 Yan Zheng · 6 Zhongfang Zhuang · 6 Huiyuan Chen · 5 Xin Dai · 4 Yujie Fan · 4 Eamonn Keogh · 3 Vivian Lai · 3 Renjie Wu · 2

Topics

cs.LG cs.AI Anomaly Detection eess.SP stat.ML cs.IR cs.DB cs.CR