Patents by Inventor Trevor Nies

Trevor Nies 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).

  • Patent number: 11037158
    Abstract: In one example, a bulk dispute challenge system may select disputes to challenge from a bulk set of dispute events based on a probability of success and a return on investment. The bulk dispute challenge system may receive a dispute success model that calculates a predicted probability of success for disputes generated by applying a machine learning model to a training data set featuring multiple attributes describing data characteristics of disputed events. The bulk dispute challenge system may apply the dispute success model to a dispute of a dispute set. The bulk dispute challenge system may calculate a predicted probability of success for a dispute challenge. The bulk dispute challenge system may perform a dispute decision for the dispute based in part on the predicted probability of success and a dispute return on investment. The bulk dispute challenge system may execute the dispute challenge to the dispute based on the dispute decision.
    Type: Grant
    Filed: July 31, 2016
    Date of Patent: June 15, 2021
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Di Lai, Zimin Zhong, Qi Xue, Trevor Nies
  • Publication number: 20170286962
    Abstract: In one example, a bulk dispute challenge system may select disputes to challenge from a bulk set of dispute events based on a probability of success and a return on investment. The bulk dispute challenge system may receive a dispute success model that calculates a predicted probability of success for disputes generated by applying a machine learning model to a training data set featuring multiple attributes describing data characteristics of disputed events. The bulk dispute challenge system may apply the dispute success model to a dispute of a dispute set. The bulk dispute challenge system may calculate a predicted probability of success for a dispute challenge. The bulk dispute challenge system may perform a dispute decision for the dispute based in part on the predicted probability of success and a dispute return on investment. The bulk dispute challenge system may execute the dispute challenge to the dispute based on the dispute decision.
    Type: Application
    Filed: July 31, 2016
    Publication date: October 5, 2017
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Di Lai, Zimin Zhong, Qi Xue, Trevor Nies