Temporal convolutional autoencoder for unsupervised anomaly detection in time series
Markus Thill, Wolfgang Konen, Hao Wang, Thomas Bäck
Topics & Concepts
AutoencoderAnomaly detectionBenchmark (surveying)Computer scienceAnomaly (physics)Artificial intelligencePattern recognition (psychology)Unsupervised learningConvolutional neural networkDeep learningSeries (stratigraphy)Time seriesMachine learningGeodesyPhysicsBiologyGeographyCondensed matter physicsPaleontologyAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingECG Monitoring and Analysis