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US Patent 11783226 Model transfer learning across evolving processes

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Contents

Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11783226
Patent Inventor Names
Vatche Isahagian
Vinod Muthusamy
Evelyn Duesterwald
Date of Patent
October 10, 2023
Patent Application Number
16912051
Date Filed
June 25, 2020
Patent Citations
‌
US Patent 10438132 Machine for development and deployment of analytical models
Patent Primary Examiner
‌
Masud K Khan
CPC Code
‌
G06N 20/20
‌
G06N 5/006
‌
G06N 20/10
‌
G06N 3/0454
‌
G06N 3/0445
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G06N 20/00
Patent abstract

Systems, computer-implemented methods, and computer program products to facilitate model transfer learning across evolving processes are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a condition definition component that defines one or more conditions associated with use of a model trained on first traces of a first process to make a prediction on one or more second traces of a second process. The computer executable components can further comprise a guardrail component that determines whether to use the model to make the prediction.

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