Eamonn Keogh | DeepAI

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The matrix profile is an effective data mining tool that provides simila...

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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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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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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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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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Experimental Comparison of Representation Methods and Distance Measures for Time Series Data

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