Roku, Inc.

Christopher Carl Underwood

Beth Teresa Logan

Shanshan Tuo

Sayan Maity

Vijay Anand Raghavan

Pradeep Reddy

Thong Le Nguyen

Sreeram Srinivasan

Shih-Ting Liu

Raviteja Gunda

A method may include determining a combination of values of attributes represented by reference data associated with payment transaction by training a machine learning model based on an association between (i) respective values of the attributes and (ii) the payment transactions having a given result. The combination may be correlated with having the given result. The method may also include selecting a subset of the payment transactions that is associated with the combination of values. The method may additionally include determining a first rate at which payment transactions of the subset have the given result during a first time period and a second rate at which one or more payment transactions associated with the combination have the given result during a second time period, and generating an indication that the two rates differ.

Automated payments performance monitoring, alerting and recommendation framework

Growing community of inventors

Campbell, CA, United States of America

Christopher Carl Underwood