Patents by Inventor Mohammad Saffar

Mohammad Saffar 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).

  • Analyzing sequence data using neural networks
    Patent number: 11037060
    Abstract: Sequence data, such as time series data is analyzed using neural networks, for example, recurrent neural networks. The sequence data is obtained from a source. For example, a sequence data may represent time series data obtained from a sensor. As another example, the sequence of data may represent a sequence of user interactions performed by a user with an online system. The sequences of data are provided as input to a neural network. A feature vector representation of each input sequence data is extracted from the neural network. The feature vector representation is used for clustering the sequence data. Salient features of clusters of sequence data are determined. The salient features of clusters of sequence data are provided for display via a user interface.
    Type: Grant
    Filed: May 4, 2018
    Date of Patent: June 15, 2021
    Assignee: Arimo, LLC
    Inventors: Christopher T. Nguyen, Nhan Vu Lam Chi, Binh Han, Anh H. Trinh, Mohammad Saffar
  • ANALYZING SEQUENCE DATA USING NEURAL NETWORKS
    Publication number: 20180322394
    Abstract: Sequence data, such as time series data is analyzed using neural networks, for example, recurrent neural networks. The sequence data is obtained from a source. For example, a sequence data may represent time series data obtained from a sensor. As another example, the sequence of data may represent a sequence of user interactions performed by a user with an online system. The sequences of data are provided as input to a neural network. A feature vector representation of each input sequence data is extracted from the neural network. The feature vector representation is used for clustering the sequence data. Salient features of clusters of sequence data are determined. The salient features of clusters of sequence data are provided for display via a user interface.
    Type: Application
    Filed: May 4, 2018
    Publication date: November 8, 2018
    Inventors: Christopher T. Nguyen, Nhan Vu Lam Chi, Binh Han, Anh H. Trinh, Mohammad Saffar