Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach.
Taha BelkhoujaYan YanJanardhan Rao DoppaPublished in: ACM Trans. Intell. Syst. Technol. (2024)
Keyphrases
- detection algorithm
- false alarms
- detection method
- object detection
- domain specific
- spatial distribution
- probability distribution
- anomaly detection
- random variables
- false positives
- domain independent
- change point
- extreme values
- gaussian distribution
- short term
- data streams
- data distribution
- probability density function
- domain experts
- digital images
- dynamic time warping
- domain knowledge
- uniformly distributed
- power law
- neural network