SGAD-GAN: Simultaneous Generation and Anomaly Detection for time-series sensor data with Generative Adversarial Networks
Penghui Zhao, Zhongjun Ding, Yang Li, Xiaohan Zhang, Yuanqi Zhao, Hongjun Wang, Yang Yang
Topics & Concepts
Anomaly detectionDiscriminatorComputer scienceAnomaly (physics)GeneralizationTime seriesData miningDetectorSeries (stratigraphy)Artificial intelligenceFault (geology)Pattern recognition (psychology)Machine learningMathematicsCondensed matter physicsPhysicsSeismologyGeologyBiologyPaleontologyMathematical analysisTelecommunicationsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingDigital Media Forensic Detection