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

Claim 17:
18. The non-transitory computer-readable storage medium of claim 17, wherein the software when executed is further configured to, after storing the one or more data anomalies and the one or more valid outliers in the supply chain data:
access supply chain data comprising a plurality of data points including one or more data anomalies and one or more valid outliers;
select categories and measures by which to cluster the supply chain data;
cluster 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;
generate time interval clusters that divide the intersection clusters into one or more time intervals;
generate K-values for the plurality of data points in relation to the number of time interval clusters; and
generate local outlier factors for the plurality of data points using the generated K-values.