Self-adversarial variational autoencoder with spectral residual for time series anomaly detection
Yunxiao Liu, Youfang Lin, Qinfeng Xiao, Ganghui Hu, Jing Wang
Topics & Concepts
AutoencoderDiscriminatorAnomaly detectionResidualComputer scienceArtificial intelligencePattern recognition (psychology)Leverage (statistics)Generator (circuit theory)EncoderSeries (stratigraphy)Machine learningAlgorithmDeep learningPower (physics)TelecommunicationsQuantum mechanicsPhysicsOperating systemPaleontologyBiologyDetectorAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionTime Series Analysis and Forecasting