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US Patent 12105776 Dynamic feature names

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
121057761
Patent Inventor Names
Michael Bruno1
Date of Patent
October 1, 2024
1
Patent Application Number
171179951
Date Filed
December 10, 2020
1
Patent Citations
‌
US Patent 11238049 Revising catalog metadata based on parsing queries
1
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US Patent 11500871 Systems and methods for decoupling search processing language and machine learning analytics from storage of accessed data
1
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US Patent 8402543 Machine learning based botnet detection with dynamic adaptation
1
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US Patent 9875445 Dynamic hybrid models for multimodal analysis
1
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US Patent 10817576 Systems and methods for searching an unstructured dataset with a query
1
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US Patent 10936585 Unified data processing across streaming and indexed data sets
1
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US Patent 11042579 Method and apparatus for natural language query in a workspace analytics system
1
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US Patent 11086869 Data intake and query system gateway
1
...
Patent Primary Examiner
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Andrew T McIntosh
1
CPC Code
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G06F 40/295
1
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G06N 20/00
1
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G06Q 20/4016
1
Patent abstract

Systems and methods are described herein for a feature generator that may generate values for a plurality of features based on the feature names The plurality of features may comprise pre-calculated features and dynamic features. While values of the pre-calculated features may have been calculated beforehand, the names of the dynamic features may comprise instructions for calculating the values of the dynamic features. The feature generator may parse, based on a dynamic feature grammar, the names of the dynamic features to determine the instructions for calculating the values of the dynamic features. The instructions may comprise a function token, data tokens, and/or parameter tokens. The feature generator may calculate the dynamic values based on the tokens. The feature generator may be a part of a machine learning based data analyzing system and generate inputs for the data analyzing system.

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