Patents by Inventor John M. Clerci

John M. Clerci has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System and methods for data evaluation through network sensitivity analysis
    Patent number: 10567237
    Abstract: A data evaluation method includes a processor receiving data sets N, each of which has one or more parameters, applying the data sets N to a machine learning model and generating observations on the data sets N; and executing a network sensitivity analysis (NSA) that includes generating a N NSA curve for each of k distinct parameters in the N data sets including computing an observation ON with the data sets, and generating a N?j NSA curve for each of the of the k distinct parameters. Generating a N?J NSA curve includes removing the jth data set from the N data sets and computing an observation ONj. Executing the NSA further includes determining a contribution of a jth data set based on the k N NSA curves and the k N?j NSA curves; and computing a relative strength Sj of each of the N data sets.
    Type: Grant
    Filed: February 6, 2019
    Date of Patent: February 18, 2020
    Assignee: TensorDRO, Inc.
    Inventors: G. Edward Powell, John M. Clerci, Mark T. Lane, Stephen C. Bedard, N. Edward White