A time series anomaly detection method based on series-parallel transformers with spatial and temporal association discrepancies
Shiyuan Fu, Xin Gao, Feng Zhai, Baofeng Li, Bing Xue, Jiahao Yu, Zhihang Meng, Guangyao Zhang
Topics & Concepts
Anomaly detectionHypersphereComputer scienceSpatial analysisTime seriesData miningTemporal databasePattern recognition (psychology)Multivariate statisticsTransformerSeries (stratigraphy)Artificial intelligenceMathematicsMachine learningStatisticsQuantum mechanicsPaleontologyBiologyPhysicsVoltageAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingData-Driven Disease Surveillance