Stripe, Inc. patent applications on August 22nd, 2024
Patent Applications by Stripe, Inc. on August 22nd, 2024
Stripe, Inc.: 1 patent applications
Stripe, Inc. has applied for patents in the areas of G06Q20/40 (1), G06N20/00 (1), G06Q20/38 (1) G06Q20/4016 (1)
With keywords such as: anomaly, based, customer, data, features, evaluation, threshold, determining, values, and distribution in patent application abstracts.
Patent Applications by Stripe, Inc.
20240281816. SYSTEMS AND METHODS FOR ANOMALY PREDICTION_simplified_abstract_(stripe, inc.)
Inventor(s): Meidan Bu of Bellevue WA (US) for stripe, inc., Ramy Shoker of Seattle WA (US) for stripe, inc., Adam Behrens of Medron MA (US) for stripe, inc.
IPC Code(s): G06Q20/40, G06N20/00, G06Q20/38
CPC Code(s): G06Q20/4016
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.