Patents by Inventor Kenneth D. Jarman

Kenneth D. Jarman 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: 20170004417
    Abstract: A method of generating features optimal to a particular dataset and classifier is disclosed. A dataset of messages is inputted and a classifier is selected. An algebra of features is encoded. Computable features that are capable of describing the dataset from the algebra of features are selected. Irredundant features that are optimal for the classifier and the dataset are selected.
    Type: Application
    Filed: September 16, 2016
    Publication date: January 5, 2017
    Applicant: BATTELLE MEMORIAL INSTITUTE
    Inventors: Paul J. Bruillard, Luke J. Gosink, Kenneth D. Jarman
  • Patent number: 9471871
    Abstract: A method of generating features optimal to a particular dataset and classifier is disclosed. A dataset of messages is inputted and a classifier is selected. An algebra of features is encoded. Computable features that are capable of describing the dataset from the algebra of features are selected. Irredundant features that are optimal for the classifier and the dataset are selected.
    Type: Grant
    Filed: February 21, 2014
    Date of Patent: October 18, 2016
    Assignee: BATTELLE MEMORIAL INSTITUTE
    Inventors: Paul J. Bruillard, Luke J. Gosink, Kenneth D. Jarman
  • Publication number: 20150242759
    Abstract: A method of generating features optimal to a particular dataset and classifier is disclosed. A dataset of messages is inputted and a classifier is selected. An algebra of features is encoded. Computable features that are capable of describing the dataset from the algebra of features are selected. Irredundant features that are optimal for the classifier and the dataset are selected.
    Type: Application
    Filed: February 21, 2014
    Publication date: August 27, 2015
    Applicant: BATTELLE MEMORIAL INSTITUTE
    Inventors: Paul J. Bruillard, Luke J. Gosink, Kenneth D. Jarman
  • Patent number: 7979214
    Abstract: Peptides are identified from a list of candidates using collision-induced dissociation tandem mass spectrometry data. A probabilistic model for the occurrence of spectral peaks corresponding to frequently observed partial peptide fragment ions is applied. As part of the identification procedure, a probability score is produced that indicates the likelihood of any given candidate being the correct match. The statistical significance of the score is known without necessarily having reference to the actual identity of the peptide. In one form of the invention, a genetic algorithm is applied to candidate peptides using an objective function that takes into account the number of shifted peaks appearing in the candidate spectrum relative to the test spectrum.
    Type: Grant
    Filed: November 3, 2006
    Date of Patent: July 12, 2011
    Assignee: Battelle Memorial Institute
    Inventors: Kristin H. Jarman, William R. Cannon, Kenneth D. Jarman, Alejandro Heredia-Langner
  • Publication number: 20040175838
    Abstract: Peptides are identified from a list of candidates using collision-induced dissociation tandem mass spectrometry data. A probabilistic model for the occurrence of spectral peaks corresponding to frequently observed partial peptide fragment ions is applied. As part of the identification procedure, a probability score is produced that indicates the likelihood of any given candidate being the correct match. The statistical significance of the score is known without necessarily having reference to the actual identity of the peptide. In one form of the invention, a genetic algorithm is applied to candidate peptides using an objective function that takes into account the number of shifted peaks appearing in the candidate spectrum relative to the test spectrum.
    Type: Application
    Filed: February 10, 2003
    Publication date: September 9, 2004
    Inventors: Kristin H. Jarman, William R. Cannon, Kenneth D. Jarman, Alejandro Heredia-Langner