Patents by Inventor Karol W. Lynch

Karol W. Lynch 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).

  • Predictive model clustering
    Patent number: 10769193
    Abstract: Performing data clustering in a model property vector space. Input data is received comprising a plurality of data instances in a data vector space. A model property vector specification is defined for a model vector. Information is identified from the input data, and a model property vector is created in the model property vector space for each of the plurality of data instances. A target number of clusters is identified and used to perform a data clustering procedure. An output is generated comprising a plurality of data segments and one or more clustering rules. For each data cluster, a predictive model is constructed for each data segment of the plurality of data segments.
    Type: Grant
    Filed: June 20, 2017
    Date of Patent: September 8, 2020
    Assignee: International Business Machines Corporation
    Inventors: Eric Bouillet, Bei Chen, Randall L. Cogill, Thanh L. Hoang, Marco Laumanns, Karol W. Lynch, Rahul Nair, Pascal Pompey, John Sheehan
  • PREDICTIVE MODEL CLUSTERING
    Publication number: 20180365249
    Abstract: Performing data clustering in a model property vector space. Input data is received comprising a plurality of data instances in a data vector space. A model property vector specification is defined for a model vector. Information is identified from the input data, and a model property vector is created in the model property vector space for each of the plurality of data instances. A target number of clusters is identified and used to perform a data clustering procedure. An output is generated comprising a plurality of data segments and one or more clustering rules. For each data cluster, a predictive model is constructed for each data segment of the plurality of data segments.
    Type: Application
    Filed: June 20, 2017
    Publication date: December 20, 2018
    Inventors: Eric Bouillet, Bei Chen, Randall L. Cogill, Thanh L. Hoang, Marco Laumanns, Karol W. Lynch, Rahul Nair, Pascal Pompey, John Sheehan