Time-series anomaly detection with stacked Transformer representations and 1D convolutional network
Jina Kim, Hyeongwon Kang, Pilsung Kang, Pilsung Kang
Topics & Concepts
Computer scienceAnomaly detectionTransformerEncoderTime seriesConvolutional neural networkPattern recognition (psychology)AlgorithmTimestampAnomaly (physics)Series (stratigraphy)Convolution (computer science)Benchmark (surveying)Artificial intelligenceData miningArtificial neural networkMachine learningReal-time computingVoltageGeodesyCondensed matter physicsPaleontologyPhysicsQuantum mechanicsOperating systemBiologyGeographyAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionTime Series Analysis and Forecasting