Patents by Inventor Jing Lan Liu

Jing Lan Liu 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).

  • Context based vehicular traffic prediction
    Patent number: 11748596
    Abstract: This disclosure provides embodiments for context based vehicular traffic prediction. A trained neural network modeling a relationship between historical traffic data and associated historical contextual data for a roadway link is obtained. Expected contextual data for a future time period for the roadway link is acquired. Predicted traffic data for the future time period for the roadway link is generated with the trained neural network based on the expected contextual data.
    Type: Grant
    Filed: May 23, 2019
    Date of Patent: September 5, 2023
    Assignee: International Business Machines Corporation
    Inventors: Zhi Hu Wang, Shiwan Zhao, Jing Lan Liu, Jun Zhu, Bang An, Shoichiro Watanabe
  • CONTEXT BASED VEHICULAR TRAFFIC PREDICTION
    Publication number: 20200372322
    Abstract: This disclosure provides embodiments for context based vehicular traffic prediction. A trained neural network modeling a relationship between historical traffic data and associated historical contextual data for a roadway link is obtained. Expected contextual data for a future time period for the roadway link is acquired. Predicted traffic data for the future time period for the roadway link is generated with the trained neural network based on the expected contextual data.
    Type: Application
    Filed: May 23, 2019
    Publication date: November 26, 2020
    Inventors: Zhi Hu Wang, Shiwan Zhao, Jing Lan Liu, Bang An, Shoichiro Watanabe