SYSTEM AND METHOD FOR AUTOMATED CATALOGING AND BUILDING MACHINE LEARNING MODELS

Number of patents in Portfolio can not be more than 2000

United States of America Patent

APP PUB NO 20230385653A1
SERIAL NO

17752203

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Aspects of the subject disclosure may include, for example, a device having a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, including: selecting a first building block pattern function (bbDNA) having a first weight from a catalog, wherein the first bbDNA is based on a first mature pattern reaching a first bbDNA frequency threshold, wherein the first bbDNA is associated with at least one machine learning (ML) model of a plurality of ML models; selecting a second bbDNA having a second weight from the catalog, wherein the second bbDNA is associated with at least one ML model in the plurality of ML models; and creating a new ML model based on a combination of the first bbDNA and the second bbDNA. Other embodiments are disclosed.

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Patent Owner(s)

Patent OwnerAddress
AT&T INTELLECTUAL PROPERTY I L P645 E PLUMB LANE RENO NV 89502

International Classification(s)

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  • 2022 Application Filing Year
  • G06N Class
  • 11536 Applications Filed
  • 3514 Patents Issued To-Date
  • 30.47 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances20222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Huda, Eshrat Hillsborough, US 24 38
Sarukkai, Mukundan Manalapan, US 9 2

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges12522563101 - 1011 - 2021 - 30010020030040050060070080090010001100120013001400

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