Patents by Inventor Philippe Yves Bertrand AYALA

Philippe Yves Bertrand AYALA 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: 20210089971
    Abstract: In some embodiments, a computer implemented method for identifying conflicting prior art is provided. The method may include: receiving a set of target conflict citations from a database; generating a first data set based on the conflict citations; decorating the first set of data with one or more features from the set of target conflict citations; generating a training set based on the first data set; training multiple data models using the training data set to identify one or more conflict citations; selecting a data model from the multiple data models; receiving a search document; generating a data set of potential prior art related to the received search document: generating, by the selected model, a ranked list of potential conflict citations based on the potential prior art; and outputting the ranked list.
    Type: Application
    Filed: December 3, 2020
    Publication date: March 25, 2021
    Inventors: Mark Ryan GRABAU, John David FLEIG, Dmitrii Arkadyevich POLSHAKOV, Jeffrey Michael WILSON, Rodney Laroy FULFORD, Yi DENG, Philippe Yves Bertrand AYALA, Donald Eugene SWARTWOUT, Nicholas Thady COCKROFT