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Time Series Mining at Petascale Performance
[chapter]
2020
Lecture Notes in Computer Science
The mining of time series data plays an important role in modern information retrieval and analysis systems. In particular, the identification of similarities within and across time series has garnered significant attention and effort over the last few years. For this task, the class of matrix profile algorithms, which create a generic structure that encodes correlations among records and dimensions-the matrix profile-is a promising approach, as it allows simplified post-processing and analysis
doi:10.1007/978-3-030-50743-5_6
fatcat:y5kkrc5pdrbotin7h7gilqigam