CPC G06F 11/0793 (2013.01) [G06F 11/0745 (2013.01); G06F 11/0751 (2013.01); G06F 16/2379 (2019.01); G06N 5/04 (2013.01)] | 20 Claims |
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.
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