Anomaly detection
8 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Anomaly detectionSeries anomaly detectionMotif and anomaly discoveryNovelty detection
kernel-methods
- One-class SVMOrigin-separating hyperplanestandardkernel-methods
- Support vector data descriptionEnclosing hyperspherespecialistkernel-methods
machine-learning
- Isolation forestRandom split path lengthstandardmachine-learning
- Local outlier factorDensity-ratio scoringstandardmachine-learning
time-series
- Matrix profileSTAMP distance sweepstandardtime-series
- Seasonal-trend anomaly detectionResidual thresholdingstandardtime-series
unconventional-computing
- Artificial immune systemNegative selectionspecialistunconventional-computing
- Dendritic cell algorithmDanger-signal fusionspecialistunconventional-computing