SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection
Yueyue Yao, Jianghong Ma, Shanshan Feng, Yunming Ye
Topics & Concepts
AutoencoderAnomaly detectionSingular value decompositionComputer scienceMultivariate statisticsPattern recognition (psychology)Artificial intelligenceEncoderRegularization (linguistics)AlgorithmMachine learningDeep learningOperating systemAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection