Patent ID: 11954129
Assignee: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The method as claimed in claim 1, further comprising resolving the first outlier cluster by:
identifying a second outlier cluster by applying a second data clustering technique on the plurality of representative points, wherein the second outlier cluster comprises one or more representative points of the plurality of representative points;
merging the one or more representative points present in the first outlier cluster and the second outlier cluster to obtain a joint outlier cluster comprising a first set of representative points;
identifying a second set of representative points from a nearest k-means cluster, wherein the second set of representative points includes a similar number of representative points as present in the joint outlier cluster;
grouping the first set of representative points and the second set of representative points to obtain a grouped cluster;
identifying data points of the input data corresponding to representative points present in the grouped cluster and clustering the data points to obtain probable outlier clusters; and
identifying an actual outlier cluster from the probable outlier clusters, based on at least one of a maximum distance from the highest density cluster and comparison of quantity and values of the plurality of representative points with predefined rules.