Patent ID: 11960904
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. A device, comprising:
one or more memories; and
one or more processors, coupled to the one or more memories, configured to:
perform block bootstrapping of historic time series data associated with a system, based on a parameter, to generate blocks of data points of the historic time series data,
wherein the parameter is modified based on feedback associated with a prediction;

process the blocks of data points, with first machine learning models, to calculate first predictions;
apply first weights to the first predictions to generate weighted first predictions;
aggregate the weighted first predictions to generate an aggregated first prediction;
process the blocks of data points, with second machine learning models, to calculate second predictions;
apply second weights to the second predictions to generate weighted second predictions;
aggregate the weighted second predictions to generate an aggregated second prediction;
apply final weights to the aggregated first prediction and the aggregated second prediction to generate weighted aggregated predictions;
aggregate the weighted aggregated predictions to generate a final prediction; and
perform one or more actions based on the final prediction.