Patent ID: 11860727
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer system comprising:
one or more processing devices and at least one memory device operably coupled to the one or more processing devices, the one or more processing devices are configured to:
determine one or more predicted replacement values for one or more potentially erroneous data instances in a time series data stream;
resolve the one or more potentially erroneous data instances with one predicted replacement value of the one or more predicted replacement values in the time series data stream; and
generate a plurality of simulation snapshots through point-based simulations comprising:
generate a plurality of inferred data points from the one or more potentially erroneous data instances comprising alternately assigning one of a discrete correct label and a discrete erroneous label to each potentially erroneous data instance of the one or more potentially erroneous data instances.