公开(公告)号：US20240281816A1

公开(公告)日：2024-08-22

申请号：US18112215

申请日：2023-02-21

Applicant: STRIPE, INC.

Inventor： Meidan Bu ,  Ramy Shoker ,  Adam Behrens

IPC: G06Q20/40 ,  G06N20/00 ,  G06Q20/38

CPC classification number: G06Q20/4016 ,  G06N20/00 ,  G06Q20/389

Abstract: Systems and methods for anomaly prediction are disclosed. An anomaly detection system identifies data generated for a customer. A first set of features for the customer are identified based on the data. The system performs an anomaly evaluation based on detecting a criterion. The anomaly evaluation may include identifying a customer segment based on the first set of features; identifying a distribution of values for the customer segment; determining, based on the distribution of values, whether a value associated with the first set of features satisfies a threshold; and in response to the determining that the value satisfies the threshold, invoking a machine learning model for predicting an anomaly for the customer based on at least a portion of the data. A notification may be transmitted about the anomaly to trigger an action for addressing the anomaly.