公开(公告)号：US11663700B2

公开(公告)日：2023-05-30

申请号：US16457926

申请日：2019-06-29

Applicant: Intel Corporation

Inventor： John A. Swanson ,  Vivek K. Singh ,  Kumara Sastry ,  Helen F. Parks ,  I-Tzu Chen

IPC: G06N3/126 ,  G06N20/00 ,  G06N7/01 ,  G06T5/00 ,  G06F17/18 ,  G06F18/24 ,  G06V10/762 ,  G06V10/764 ,  G06V10/40

CPC classification number: G06T5/002 ,  G06F17/18 ,  G06F18/24 ,  G06N3/126 ,  G06N7/01 ,  G06N20/00 ,  G06V10/40 ,  G06V10/762 ,  G06V10/764

Abstract: A method comprising identifying a set of target features for a plurality of data instances of an input data collection; determining feature values for the set of target features for the plurality of data instances; identifying a plurality of outlier data instances based on the determined feature values; identifying a plurality of noisy data instances from the outlier data instances based on feature values of the plurality of noisy data instances, wherein a noisy data instance is identified based on a determination that noise is present in noisy data instance; and providing an indication of the plurality of noisy data instances.