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The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code

Yan Zhu, Shaghayegh Gharghabi, Diego Furtado Silva, Hoang Anh Dau, Chin‐Chia Michael Yeh, Nader Shakibay Senobari, Abdulaziz Almaslukh, Kaveh Kamgar, Zachary Zimmerman, G. J. Funning, Abdullah Mueen, Eamonn Keogh

2020Data Mining and Knowledge Discovery33 citationsDOI

Topics & Concepts

Computer scienceComputationSubsequenceSeries (stratigraphy)AnalyticsCode (set theory)Matrix (chemical analysis)Task (project management)Feature (linguistics)Time seriesMatrix multiplicationData miningTheoretical computer scienceAlgorithmMachine learningProgramming languageMathematicsBiologyComposite materialBounded functionLinguisticsSet (abstract data type)ManagementMaterials scienceQuantum mechanicsQuantumMathematical analysisPhysicsPhilosophyEconomicsPaleontologyTime Series Analysis and ForecastingComplex Systems and Time Series AnalysisAnomaly Detection Techniques and Applications
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