Patents by Inventor Andes Ozbay

Andes Ozbay 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).

  • Incrementality modeling
    Patent number: 9754211
    Abstract: A decision tree methodology based uplift modeling approach, wherein one decision tree is developed simultaneously on test and control groups with the objective of maximizing the mean-difference in identified subsets within the data. The incrementality modeling approach discussed may be applied in any situation where an incrementality model is required to determine who among a group of users should be exposed to a treatment with the goal of receiving a positive response.
    Type: Grant
    Filed: December 17, 2014
    Date of Patent: September 5, 2017
    Assignee: eBay Inc.
    Inventor: Andes Ozbay
  • INCREMENTALITY MODELING
    Publication number: 20160180228
    Abstract: A decision tree methodology based uplift modeling approach, wherein one decision tree is developed simultaneously on test and control groups with the objective of maximizing the mean-difference in identified subsets within the data. The incrementality modeling approach discussed may be applied in any situation where an incrementality model is required to determine who among a group of users should be exposed to a treatment with the goal of receiving a positive response.
    Type: Application
    Filed: December 17, 2014
    Publication date: June 23, 2016
    Inventor: Andes Ozbay