Patents by Inventor Marc Halsted

Marc Halsted 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).

  • TRANSACTION CLASSIFYING
    Publication number: 20240232684
    Abstract: Apparatus and methods for intelligently classifying unclassified transactions are provided. A program may receive a set of transaction data. The program may divide the set into a training set of classified transactions and a test set of unclassified transactions. The program may analyze the training set to generate a document term matrix. The program may analyze the test set and compare the analyzed terms to the document term matrix to predict a classification. The program may iterate to a pre-determined level of confidence in the prediction and assign a classification to a particular transaction.
    Type: Application
    Filed: October 25, 2022
    Publication date: July 11, 2024
    Inventors: Krishna Reddy Mandala, Ananya Bhattacharyya, Ashutosh Misra, Marc Halsted, David Joa
  • TRANSACTION CLASSIFYING
    Publication number: 20240135236
    Abstract: Apparatus and methods for intelligently classifying unclassified transactions are provided. A program may receive a set of transaction data. The program may divide the set into a training set of classified transactions and a test set of unclassified transactions. The program may analyze the training set to generate a document term matrix. The program may analyze the test set and compare the analyzed terms to the document term matrix to predict a classification. The program may iterate to a pre-determined level of confidence in the prediction and assign a classification to a particular transaction.
    Type: Application
    Filed: October 24, 2022
    Publication date: April 25, 2024
    Inventors: Krishna Reddy Mandala, Ananya Bhattacharyya, Ashutosh Misra, Marc Halsted, David Joa