Multivariate time series anomaly detection by fusion of deep convolution residual autoencoding reconstruction model and ConvLstm forecasting model
Hongsong Chen, Xingyu Li, Wenmao Liu
Topics & Concepts
Computer scienceAnomaly detectionResidualAutoencoderMultivariate statisticsArtificial intelligenceGramian matrixPattern recognition (psychology)Robustness (evolution)Data miningGranularityDimensionality reductionTime seriesMachine learningAlgorithmDeep learningGeneChemistryEigenvalues and eigenvectorsOperating systemBiochemistryPhysicsQuantum mechanicsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection