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1. US20190325327 - PREDICTIVE DATA ANALYSIS USING VALUE-BASED PREDICTIVE INPUTS

Office
États-Unis d'Amérique
Numéro de la demande 16386913
Date de la demande 17.04.2019
Numéro de publication 20190325327
Date de publication 24.10.2019
Type de publication A1
CIB
G06N 5/04
GPHYSIQUE
06CALCUL; COMPTAGE
NSYSTÈMES DE CALCULATEURS BASÉS SUR DES MODÈLES DE CALCUL SPÉCIFIQUES
5Systèmes de calculateurs utilisant des modèles basés sur la connaissance
04Méthodes ou dispositifs inférents
G06Q 40/02
GPHYSIQUE
06CALCUL; COMPTAGE
QSYSTÈMES OU MÉTHODES DE TRAITEMENT DE DONNÉES, SPÉCIALEMENT ADAPTÉS À DES FINS ADMINISTRATIVES, COMMERCIALES, FINANCIÈRES, DE GESTION, DE SURVEILLANCE OU DE PRÉVISION; SYSTÈMES OU MÉTHODES SPÉCIALEMENT ADAPTÉS À DES FINS ADMINISTRATIVES, COMMERCIALES, FINANCIÈRES, DE GESTION, DE SURVEILLANCE OU DE PRÉVISION, NON PRÉVUS AILLEURS
40Finance; Assurance; Stratégies fiscales; Traitement des impôts sur les sociétés ou sur le revenu
02Opérations bancaires, p.ex. calcul d'intérêts, autorisations de crédit, hypothèques, banque à domicile ou banque en ligne
CPC
G06Q 40/02
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
40Finance; Insurance; Tax strategies; Processing of corporate or income taxes
02Banking, e.g. interest calculation, credit approval, mortgages, home banking or on-line banking
G06N 5/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5Computer systems using knowledge-based models
04Inference methods or devices
Déposants Seacoast Banking Corporation of Florida
Inventeurs Mark Francis Blanchette
Robert James Stillwell
Trent Johnson
Titre
(EN) PREDICTIVE DATA ANALYSIS USING VALUE-BASED PREDICTIVE INPUTS
Abrégé
(EN)

There is a need for solutions that perform predictive data analysis using a value-based predictive input. This need can be addressed by, for example, determining, based at least in part on the value-based predictive input, a plurality of predictive component values; for each predictive component value of the plurality of predictive component values: obtaining a quantile regression distribution for the predictive component value; determining, based at least in part on the quantile regression distribution, a non-outlier portion of the quantile regression distribution; generating, for each quantile regression value of the one or more quantile regression values that is associated with the non-outlier portion, a scaled quantile regression value; and determining, based at least in part on each scaled quantile regression value for a quantile regression value associated with a predictive component value of the plurality of predictive component values, an entity opportunity prediction of the one or more entity predictions for the prediction entity.


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