Unitedhealth Group Incorporated

Stephen R Dion

Mario M Suarez

Craig S Herman

Jordan R DiPascal

Derek J Syverson

Elijah J Fiore

Alison R Stroh

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing temporally dynamic location-based predictive data analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform temporally dynamic location-based predictive data analysis by using at least one of cohort generation machine learning models and cohort-based growth forecast machine learning models.

Temporally dynamic location-based predictive data analysis

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing temporally dynamic location-based predictive data analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform temporally dynamic location-based predictive data analysis by utilizing at least one of prevalence-based density modeling data objects, growth-based density modeling data objects, and environment-based density modeling data objects.

Techniques for temporally dynamic location-based predictive data analysis

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Reading, MA, United States of America

Stephen R Dion