Patents by Inventor Eugene E. FARRELL

Eugene E. FARRELL 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).

  • FEATURE SELECTION BASED AT LEAST IN PART ON TEMPORALLY STATIC FEATURE SELECTION CRITERIA AND TEMPORALLY DYNAMIC FEATURE SELECTION CRITERIA
    Publication number: 20250335543
    Abstract: There is a need to accurate and efficient feature selection. In one example, embodiments comprise, determining refined statically eligible feature category combinations and refined dynamically eligible feature category combinations. One or more refined eligible feature category combinations and a plurality of eligible feature combinations may be determined based at least in part on the refined statically eligible feature category combinations and the refined dynamically eligible feature category combinations. For each eligible feature combination, an aggregate distance score is determined. A refined feature combination is then determined based at least in part on each aggregate distance score. One or more action are performed based at least in part on the refined feature combination.
    Type: Application
    Filed: July 2, 2025
    Publication date: October 30, 2025
    Inventors: Ciarán MCKENNA, Eugene E. FARRELL, Kaj K. POULSEN
  • Feature selection based at least in part on temporally static feature selection criteria and temporally dynamic feature selection criteria
    Patent number: 12367262
    Abstract: There is a need to accurate and efficient feature selection. In one example, embodiments comprise, determining refined statically eligible feature category combinations and refined dynamically eligible feature category combinations. One or more refined eligible feature category combinations and a plurality of eligible feature combinations may be determined based at least in part on the refined statically eligible feature category combinations and the refined dynamically eligible feature category combinations. For each eligible feature combination, an aggregate distance score is determined. A refined feature combination is then determined based at least in part on each aggregate distance score. One or more action are performed based at least in part on the refined feature combination.
    Type: Grant
    Filed: December 13, 2021
    Date of Patent: July 22, 2025
    Assignee: Optum Services (Ireland) Limited
    Inventors: Ciarán McKenna, Eugene E. Farrell, Kaj K. Poulsen
  • FEATURE SELECTION BASED AT LEAST IN PART ON TEMPORALLY STATIC FEATURE SELECTION CRITERIA AND TEMPORALLY DYNAMIC FEATURE SELECTION CRITERIA
    Publication number: 20230186354
    Abstract: There is a need to accurate and efficient feature selection. In one example, embodiments comprise, determining refined statically eligible feature category combinations and refined dynamically eligible feature category combinations. One or more refined eligible feature category combinations and a plurality of eligible feature combinations may be determined based at least in part on the refined statically eligible feature category combinations and the refined dynamically eligible feature category combinations. For each eligible feature combination, an aggregate distance score is determined. A refined feature combination is then determined based at least in part on each aggregate distance score. One or more action are performed based at least in part on the refined feature combination.
    Type: Application
    Filed: December 13, 2021
    Publication date: June 15, 2023
    Inventors: Ciarán MCKENNA, Eugene E. FARRELL, Kaj K. POULSEN