18216101. ADAPTIVE OUTLIER DETECTION AND CORRECTION (International Business Machines Corporation)
Contents
ADAPTIVE OUTLIER DETECTION AND CORRECTION
Organization Name
International Business Machines Corporation
Inventor(s)
[[:Category:Tobias Kevin Fr�nzel of Tuebingen (DE)|Tobias Kevin Fr�nzel of Tuebingen (DE)]][[Category:Tobias Kevin Fr�nzel of Tuebingen (DE)]]
Werner Schuetz of Nufringen (DE)
Toni Bollinger of Weil der Stadt (DE)
James Liam Finnie of Boeblingen (DE)
Oliver Schiller of Dettingen unter Teck (DE)
[[:Category:Thomas Friedhelm B�hme of Böblingen (DE)|Thomas Friedhelm B�hme of Böblingen (DE)]][[Category:Thomas Friedhelm B�hme of Böblingen (DE)]]
ADAPTIVE OUTLIER DETECTION AND CORRECTION
This abstract first appeared for US patent application 18216101 titled 'ADAPTIVE OUTLIER DETECTION AND CORRECTION
Original Abstract Submitted
An embodiment detects, by an outlier detector, a first potential outlier in a data structure. The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determining the first potential outlier is a first outlier, a data quality rule to the first outlier. The embodiment detects, by the outlier detector, a second potential outlier in the data structure. The embodiment decreases, by the outlier detector, the first threshold to a second threshold. The embodiment determines, by the outlier detector, whether the second potential outlier is a second outlier based on the second threshold. The embodiment applies, by the outlier corrector, responsive to determining the second potential outlier is a second outlier, the data quality rule to the second outlier.
