A Prediction-Augmented AutoEncoder for Multivariate Time Series Anomaly Detection.
Sawenbo GongZhihao WuYunxiao LiuYoufang LinJing WangPublished in: ICONIP (1) (2021)
Keyphrases
- anomaly detection
- multivariate time series
- phase space reconstruction
- detecting anomalies
- intrusion detection
- multivariate time series data
- anomalous behavior
- network intrusion detection
- network traffic
- temporal data
- unsupervised learning
- intrusion detection system
- categorical data
- dimension reduction
- temporal patterns
- pattern recognition
- negative selection algorithm
- autoregressive
- data sets
- learning algorithm
- preprocessing
- data structure
- normal behavior
- computer vision
- data mining
- neural network