A framework for adapting online prediction algorithms to outlier detection over time series.
Alaiñe IturriaJokin LabaienSanti CharramendietaAizea LojoJavier Del SerFrancisco HerreraPublished in: Knowl. Based Syst. (2022)
Keyphrases
- outlier detection
- distance based outlier detection
- credit card fraud detection
- fraud detection
- high dimensional datasets
- data mining
- probabilistic model
- stream clustering
- machine learning algorithms
- detection algorithm
- data structure
- least squares
- knowledge discovery
- data streams
- outlier mining
- spatial outliers
- learning algorithm
- real world