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Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data

Muktesh Gupta, Rajesh Wadhvani, Akhtar Rasool

2022Expert Systems with Applications48 citationsDOI

Topics & Concepts

Computer scienceMultivariate statisticsTime seriesSeries (stratigraphy)Artificial neural networkArtificial intelligenceTime pointChange detectionData miningPoint (geometry)Machine learningPattern recognition (psychology)MathematicsPhilosophyBiologyPaleontologyGeometryAestheticsSpectroscopy and Chemometric AnalysesBlind Source Separation TechniquesStatistical and numerical algorithms
Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data | Litcius