KfreqGAN: Unsupervised detection of sequence anomaly with adversarial learning and frequency domain information
Yueyue Yao, Jianghong Ma, Yunming Ye
Topics & Concepts
Anomaly detectionComputer scienceSequence (biology)Baseline (sea)Series (stratigraphy)UnivariateAdversarial systemArtificial intelligenceDomain (mathematical analysis)Data miningMachine learningRangingTime seriesUnsupervised learningMathematicsMultivariate statisticsPaleontologyGeneticsTelecommunicationsMathematical analysisGeologyOceanographyBiologyAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingDigital Media Forensic Detection