KalmanAE: Deep Embedding Optimized Kalman Filter for Time Series Anomaly Detection.
Xunhua HuangFengbin ZhangRuidong WangXiaohui LinHan LiuHaoyi FanPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- kalman filter
- anomaly detection
- detect anomalies
- kalman filtering
- intrusion detection
- detecting anomalies
- object tracking
- particle filter
- anomalous behavior
- state estimation
- network traffic
- network intrusion detection
- intrusion detection system
- mean shift
- one class support vector machines
- extended kalman filter
- unsupervised learning
- network anomaly detection
- state space model
- autoregressive
- negative selection algorithm
- data assimilation
- data mining
- non stationary
- similarity measure
- feature extraction
- data sets
- adaptive kalman filter