Predictive, machine-learning, event-series computer models with encoded representation

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United States of America

PATENT NO 12165025
APP PUB NO 20230222387A1
SERIAL NO

18180077

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Abstract

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Provided is a process including: obtaining, for a plurality of entities, entity logs, wherein: the entity logs comprise events involving the entities, a first subset of the events are actions by the entities, at least some of the actions by the entities are targeted actions, and the events are labeled according to an ontology of events having a plurality of event types; training, with one or more processors, based on the entity logs, a predictive machine learning model to predict whether an entity characterized by a set of inputs to the model will engage in a targeted action in a given duration of time in the future; and storing the trained predictive machine learning model in memory.

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Patent Owner(s)

  • CEREBRI AI INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Amini, Sara Fairfax, US 5 26
Boldyrev, Dmitrii Aleksandrovich Richmond Hill, CA 2 5
Briancon, Alain Charles Germantown, US 40 341
Curry, David Alexander Austin, US 13 127
Engeling, Michael Henry Austin, US 6 96
Lakshmipathy, Sathish Kumar Round Rock, US 3 14
Zion, Eyal Ben Toronto, CA 5 26

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