BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series.
Bin ZhouShenghua LiuBryan HooiXueqi ChengJing YePublished in: IJCAI (2019)
Keyphrases
- anomaly detection
- detect anomalies
- false alarms
- detection algorithm
- automatic detection
- detecting anomalous
- automatically generated
- detection rate
- change point
- detection accuracy
- event detection
- detection method
- case study
- website
- intrusion detection
- real time
- feature extraction
- decision trees
- dynamic time warping
- autoregressive
- multivariate time series
- moving average
- information systems
- disease outbreaks
- computer vision
- neural network