Invention Grant
- Patent Title: Systems and methods for training and executing a neural network for collaborative monitoring of resource usage
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Application No.: US16414540Application Date: 2019-05-16
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Publication No.: US10657445B1Publication Date: 2020-05-19
- Inventor: Reza Farivar , Jeremy Goodsitt , Fardin Abdi Taghi Abad , Austin Walters , Mark Watson , Anh Truong , Vincent Pham
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Bookoff McAndrews, PLLC
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F16/28 ; G06N3/04 ; G06Q20/20

Abstract:
Disclosed are systems and methods for training and executing a neural network for collaborative monitoring of resource usage metrics. For example, a method may include receiving user data sets, grouping the user data sets into one or more clusters of user data sets, grouping each of the one or more clusters into a plurality of subclusters, for each of the plurality of subclusters, training the neural network to associate the subcluster with one or more sequential patterns found within the subcluster, grouping the plurality of user data sets into a plurality of teams, receiving a first series of transactions of a first user, inputting the first series of transactions into the trained neural network, classifying, using the trained neural network, the first user into a subcluster among the plurality of subclusters, generating a metric associated with the first series of transactions, generating a recommendation to the first user.
Information query