Large-scale multi-detector predictive modeling

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United States of America Patent

PATENT NO 9561810
SERIAL NO

13873859

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Abstract

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Predicting operational changes in a multi-detector environment includes generating, via a computer processing device, a factor matrix for each univariate time series data in a set of sparse time series data collected from data sources, identifying a subset of the time series data as a feature selection based on application of a loss function, and generating a predictive model from the subset of the time series data.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hampapur, Arun Norwalk, US 236 6141
He, Qing East Amherst, US 149 2760
Li, Hongfei Briarcliff Manor, US 73 586
Li, Zhiguo Yorktown Heights, US 88 293
Parikh, Dhaivat P Plano, US 10 102

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