SYSTEM AND METHOD FOR AUTOMATED CREATION OF A TIME SERIES ARTIFICIAL INTELLIGENCE MODEL

A system and method that facilitate the processing, analysis, modeling, and model deployment for AI applications using time series data. This system enables clients with no prior knowledge in coding to obtain descriptive and predictive outputs which provide a more profound understanding of the model...

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Bibliographic Details
Main Authors Al-Sadi, Aisha, Altamimi, Omar, AlJaber, Tareq
Format Patent
LanguageEnglish
Published 25.08.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:A system and method that facilitate the processing, analysis, modeling, and model deployment for AI applications using time series data. This system enables clients with no prior knowledge in coding to obtain descriptive and predictive outputs which provide a more profound understanding of the modelled system and produce actionable insights. These models are deployed through containerized cloud-based systems such that predictions are obtained via a single Web API call. Through the automated process of the invented Ai abstraction engine, clients can create Forecasting, Regression, and Classification applications as well as specific Predictive Maintenance Models. The predicted outputs of these models are fed to an explainability function that returns the inputs with highest contribution to the prediction, which consequently ensures a high measure of confidence and allows for reasoning.
Bibliography:Application Number: US202217678294