EADS: An Early Anomaly Detection System for Sensor-Based Multivariate Time Series.
Yihao AngQiang HuangAnthony K. H. TungZhiyong HuangPublished in: ICDE (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- detecting anomalies
- anomalous behavior
- temporal data
- dimension reduction
- network traffic
- categorical data
- temporal patterns
- network intrusion detection
- one class support vector machines
- intrusion detection system
- autoregressive
- unsupervised learning
- data sets
- human motion
- pairwise
- image segmentation
- computer vision
- machine learning
- neural network