Temporal Outlier Detection System
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A Temporal Outlier Detection System is an outlier detection system that is a timeseries analysis system (which applies a temporal outlier detection algorithm to a temporal outlier detection task).
- AKA: Timeseries Outlier Identifier.
- See: Outlier Detection.
References
2015
- (Cao et al., 2015) ⇒ Lei Cao, Mingrui Wei, Di Yang, and Elke A. Rundensteiner. (2015). “Online Outlier Exploration Over Large Datasets.” In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2015). ISBN:978-1-4503-3664-2 doi:10.1145/2783258.2783387
- QUOTE: Traditional outlier detection systems process each individual outlier detection request instantiated with a particular parameter setting one at a time. This is not only prohibitively time-consuming for large datasets, but also tedious for analysts as they explore the data to hone in on the appropriate parameter setting and desired results.