Invention Grant
- Patent Title: Method and device for conducting measurements for an N-dimensional data structure
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Application No.: US16177010Application Date: 2018-10-31
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Publication No.: US11551041B2Publication Date: 2023-01-10
- Inventor: Weiguang Ding , Ruitong Huang , Luyu Wang , Yanshuai Cao
- Applicant: ROYAL BANK OF CANADA
- Applicant Address: CA Montreal
- Assignee: ROYAL BANK OF CANADA
- Current Assignee: ROYAL BANK OF CANADA
- Current Assignee Address: CA Montreal
- Agency: Norton Rose Fulbright Canada LLP
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/04 ; G06N3/08 ; G06N20/00

Abstract:
A method for acquiring measurements for a data structure corresponding to an array of variable includes: selecting a subset of elements from the data structure; measuring a sampled value for each of the selected subset of elements; storing each of the sampled values in a K-nearest neighbour (KNN) database and labelling the sampled value as certain; generating a predicted value data structure where each predicted element is generated as the value of its nearest neighbor based on the values stored in the KNN database; for each predicted element: retrieve the predicted element's X nearest neighbours for the sampled value in the KNN database, and when a value of the X nearest neighbours is the same as the predicted element, the predicted element is labelled as certain, otherwise the predicted element is labelled the values as uncertain; and repeating until all elements are labelled as certain.
Public/Granted literature
- US20190130225A1 METHOD AND DEVICE FOR CONDUCTING MEASUREMENTS FOR AN N-DIMENSIONAL DATA STRUCTURE Public/Granted day:2019-05-02
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