Patents by Inventor Daniil Dmitrievich YASHKOV

Daniil Dmitrievich YASHKOV 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: 20180075371
    Abstract: A method of training a Machine Learning Algorithm, the method comprising: generating a training set for training the MLA, the training set comprising a plurality of feature vectors and respectively associated estimation errors, the generating comprises: generating the plurality of feature vectors based on history data associated with an industrial process; identifying a respective value of a target process feature within each feature vector; computing a regression function; determining an estimated outcome value for each respective value of the target process feature based on the regression function; and computing the estimation error for each feature vector based on the respectively associated outcome value and the respectively associated estimated outcome value.
    Type: Application
    Filed: July 11, 2017
    Publication date: March 15, 2018
    Inventors: Viktor Anatolievich LOBACHEV, Kirill Olegovich NEKLIUDOV, Daniil Dmitrievich YASHKOV, Aleksei Nikolaevich SHATERNIKOV