Patents by Inventor Manzarul Azad KAZI

Manzarul Azad KAZI 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).

  • Reversal-point-based detection and ranking
    Patent number: 12112263
    Abstract: In an example embodiment, a model is trained to specifically identify reversal points in data and then to rank these reversal points in order of importance. A reversal point shall be defined as a point in which a particular metric, specifically a first order derivative, crosses over from positive to negative or vice-versa. Users are more likely to be interested in abnormal and significant changes in data, and thus the machine-learned model is trained to evaluate a reversal point based on two dimensions: abnormality and significance.
    Type: Grant
    Filed: December 9, 2020
    Date of Patent: October 8, 2024
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Bo Yang, Chaofan Huang, Songtao Guo, Robert Perrin Reeves, Wan Qi Gao, Patrick Ryan Driscoll, Kristina Caroline Ryan, Michael Mario Jennings, Jeremy Lwanga, Manzarul Azad Kazi
  • REVERSAL-POINT-BASED DETECTION AND RANKING
    Publication number: 20220180181
    Abstract: In an example embodiment, a model is trained to specifically identify reversal points in data and then to rank these reversal points in order of importance. A reversal point shall be defined as a point in which a particular metric, specifically a first order derivative, crosses over from positive to negative or vice-versa. Users are more likely to be interested in abnormal and significant changes in data, and thus the machine-learned model is trained to evaluate a reversal point based on two dimensions: abnormality and significance.
    Type: Application
    Filed: December 9, 2020
    Publication date: June 9, 2022
    Inventors: Bo YANG, Chaofan HUANG, Songtao GUO, Robert Perrin REEVES, Wan Qi GAO, Patrick Ryan DRISCOLL, Kristina Caroline RYAN, Michael Mario JENNINGS, Jeremy LWANGA, Manzarul Azad KAZI