Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment.
Sayan ChakrabortySmit ShahKiumars SoltaniAnna SwigartPublished in: ICMLA (2019)
Keyphrases
- root cause
- dynamic time warping
- anomaly detection
- detection algorithm
- detection accuracy
- temporal patterns
- root cause analysis
- false positives
- temporal information
- temporal constraints
- detecting anomalous
- temporal behavior
- object detection
- spatio temporal
- databases
- detection method
- sequence alignment
- temporal sequences
- case based reasoning
- multivariate time series data
- decision making