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Anomaly detection and prediction evaluation for discrete nonlinear dynamical systems
Work
Year: 2023
Type: article
Abstract: Anomalies in dynamical systems mostly occur as deviations between measurement and prediction. Current anomaly detection methods in multivariate time series often require prior clustering, training dat... more
Source: Transactions of the Institute of Measurement and Control
Authors Jan Michael Spoor, Jens Weber, Jivka Ovtcharova
Institutions Karlsruhe Institute of Technology, Baden-Wuerttemberg Cooperative State University
Cites: 21
Cited by: 1
Related to: 10
FWCI: 0.285
Citation percentile (by year/subfield): 49.75
Topic: Anomaly Detection Techniques and Applications
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid