Patent ID: 11868957
Assignee: BLUE YONDER GROUP, INC.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The method of claim 10, further comprising, after storing the one or more data anomalies and the one or more valid outliers in the supply chain data:
accessing supply chain data comprising a plurality of data points including one or more data anomalies and one or more valid outliers;
selecting categories and measures by which to cluster the supply chain data;
clustering the data points into intersection clusters as measured by the selected categories and measures, excluding the one or more data anomalies but including the one or more valid outliers;
generating time interval clusters that divide the intersection clusters into one or more time intervals;
generating K-values for the plurality of data points in relation to the number of time interval clusters; and
generating local outlier factors for the plurality of data points using the generated K-values.