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12/24/2021
Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series
The matrix profile is an effective data mining tool that provides simila...
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09/16/2020
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW
Over the last decade, time series motif discovery has emerged as a usefu...
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08/31/2020
Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series
In the last fifteen years, data series motif and discord discovery have ...
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08/31/2020
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series
Data series motif discovery represents one of the most useful primitives...
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12/20/2019
Features or Shape? Tackling the False Dichotomy of Time Series Classification
Time series classification is an important task in its own right, and it...
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10/10/2019
Time series classification for varying length series
Research into time series classification has tended to focus on the case...
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11/05/2018
Representation Learning by Reconstructing Neighborhoods
Since its introduction, unsupervised representation learning has attract...
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10/31/2018
The UEA multivariate time series classification archive, 2018
In 2002, the UCR time series classification archive was first released w...
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10/17/2018
The UCR Time Series Archive
The UCR Time Series Archive - introduced in 2002, has become an importan...
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02/15/2018
Admissible Time Series Motif Discovery with Missing Data
The discovery of time series motifs has emerged as one of the most usefu...
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12/09/2010