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    Systems and methods for a digital ecosystem
    1.
    发明授权
    Systems and methods for a digital ecosystem 有权

    公开(公告)号：US12039459B2

    公开(公告)日：2024-07-16

    申请号：US17715851

    申请日：2022-04-07

    申请人： FMR LLC

    发明人： Austin L. Miller, IV ,  Priyabrata Nandi ,  Benjamin Cutter ,  Jiuan Ng ,  Subash Hewa Widana Gamage ,  Chetan Mahajan ,  Russell Scot Brocklehurst

    IPC分类号： G06N5/02 ,  G06F8/41 ,  G06F16/26 ,  H04L67/50

    CPC分类号： G06N5/02 ,  G06F8/433 ,  G06F16/26 ,  H04L67/535

    摘要： Systems and methods for aggregating a dependency structure based on application logging data, application metadata, customer intent and journey, organizational structure, and operational support information. The method includes receiving data using an application programming interface. The method further includes, for each user, determining a start point and an end point corresponding to user activity on a networked system. The method also includes, for each user, determining a task based on the start point and end point corresponding to the user activity. The method further includes, for each user, determining operations data corresponding to the user activity. The method also includes, for each user, determining a dependency structure based on the task and the operations data. The method also includes aggregating the dependency structure, the task, and the operations data into a visualization. The method further includes generating for display the visualization on a user device.

    Intelligent generation of code for imputation of missing data in a machine learning dataset
    2.
    发明授权
    Intelligent generation of code for imputation of missing data in a machine learning dataset 有权

    公开(公告)号：US12014157B2

    公开(公告)日：2024-06-18

    申请号：US17898815

    申请日：2022-08-30

    申请人： FMR LLC

    发明人： Pu Li ,  Pranay Tiwari ,  Manish Worlikar ,  Alain Wilkinson ,  Ray Zhang

    IPC分类号： G06F9/44 ,  G06F8/35 ,  G06N5/01 ,  G06N5/022

    CPC分类号： G06F8/35 ,  G06N5/01 ,  G06N5/022

    摘要： Methods and apparatuses are described for intelligent imputation of missing data in a machine learning (ML) dataset comprised of a plurality of features. Each feature includes a plurality of values, where at least a portion of the values for one or more features are missing. A server analyzes the ML dataset to generate characteristics of the missing values in the ML dataset. The server selects an imputation algorithm for filling in the missing values based upon the identified characteristics. The server determines a computing environment in which the imputation algorithm is executed based upon one or more of a size of the ML dataset or the selected algorithm. The server generates code that comprises instructions for executing the imputation algorithm on the ML dataset in the computing environment. The server integrates the code into an ML platform that executes the code to assign replacement values to the missing values.

    Automated verification of visual user interface changes in software applications
    4.
    发明授权
    Automated verification of visual user interface changes in software applications 有权

    公开(公告)号：US11734165B1

    公开(公告)日：2023-08-22

    申请号：US18105523

    申请日：2023-02-03

    申请人： FMR LLC

    发明人： Scott Schreiber

    IPC分类号： G06F11/36

    CPC分类号： G06F11/3688 ,  G06F11/3664

    摘要： Methods and apparatuses for automated verification of visual user interface (UI) changes include a computing device that receives a baseline test report comprising a plurality of test steps associated with execution of a test against a software application. The computing device receives a recent test report comprising a plurality of test steps associated with execution of a test against the software application. The computing device matches each test step of the baseline report with a corresponding test step of the recent report. For each pair of matched steps, the computing device compares a first UI screenshot captured during execution the baseline report to a second UI screenshot captured during execution of the recent report. The computing device determines differences between the first UI screenshot and the second UI screenshot, generates a differential image based upon the differences, and stores the differential image in a data store.

    Interactive user authentication
    8.
    发明授权
    Interactive user authentication 有权

    公开(公告)号：US11694474B2

    公开(公告)日：2023-07-04

    申请号：US16667200

    申请日：2019-10-29

    申请人： ONFIDO LTD

    发明人： Pouria Mortazavian ,  Jacques Cali

    IPC分类号： G06F21/32 ,  G06T7/70 ,  G06F17/16 ,  G06K9/62 ,  G06V40/40

    CPC分类号： G06F21/32 ,  G06F17/16 ,  G06K9/6267 ,  G06T7/70 ,  G06V40/45

    摘要： A computer-implemented method, for verifying an electronic device user, comprising the steps of issuing at least one action instruction to an electronic device user using a notification mechanism of the electronic device; recording response data from a plurality of data acquisition systems of the electronic device, the response data pertaining to the user's response to the at least one action instruction; processing the response data to form classification scores; combining the classification scores to form a classification value; and verifying the user if the classification value satisfies a threshold, wherein each of the at least one action instruction comprises a liveness challenge.

    Synchronization of metadata between databases in a cloud computing environment
    10.
    发明授权
    Synchronization of metadata between databases in a cloud computing environment 有权

    公开(公告)号：US11675812B1

    公开(公告)日：2023-06-13

    申请号：US17956353

    申请日：2022-09-29

    申请人： FMR LLC

    发明人： Vignesh Prasad Veera Prasad ,  Divakar Sugumar ,  Raghu Kumar Thukral ,  Sachin Samuel

    IPC分类号： G06F16/00 ,  G06F16/27 ,  G06F9/48 ,  G06F16/25

    CPC分类号： G06F16/27 ,  G06F9/4881 ,  G06F16/25

    摘要： Methods and apparatuses are described for synchronization of metadata between databases in a cloud computing environment. A computing device identifies jobs that synchronize metadata from a first database instance to a second database instance, each job comprising synchronization tasks for a different portion of the metadata. The computing device determines a count of the synchronization tasks for each job. The computing device allocates each job to a first queue where the count of the synchronization tasks for the job is below a threshold value, and allocates the synchronization tasks for each job to a second queue where the count of the synchronization tasks for the job is at or above the threshold value. The computing device executes the jobs in the first queue and executes the synchronization tasks in the second queue to synchronize the corresponding metadata to the second database instance.