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Chapter and Conference Paper
A GAN Approach for Anomaly Detection in Spacecraft Telemetries
In spacecraft health management a large number of time series is acquired and used for on-board units surveillance and for historical data analysis. The early detection of abnormal behaviors in telemetry data ...
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Article
Automatic heart activity diagnosis based on Gram polynomials and probabilistic neural networks
The paper proposes a new approach to heart activity diagnosis based on Gram polynomials and probabilistic neural networks (PNN). Heart disease recognition is based on the analysis of phonocardiogram (PCG) digi...