Patents by Inventor Nikola Banovic

Nikola Banovic 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).

  • Publication number: 20180025291
    Abstract: A data processing system for structuring data includes a repository storing data referencing sources, the data representing actions and states for each of the sources. A data structuring engine generates a data sequence, for each source. Each data sequence represents states and actions for the source. An aggregation engine aggregates data sequences for the sources into a data structure, each entry of the data structure representing a state. Each entry includes an identifier for the state, a probability value of at least one action occurring at the state, the probability value based on a proportion of the data sequences comprising the state that also comprises the at least one action, and frequency data indicating a proportion of the data sequences included in the entry. A classification engine traverses the data structure and classifies the data sequences into groups based on probability values and frequency data associated with each state of each respective data sequence.
    Type: Application
    Filed: July 20, 2017
    Publication date: January 25, 2018
    Inventors: Anind K. Dey, Nikola Banovic, Jennifer C. Mankoff