Hui Du

US Patent:

20200090195, Mar 19, 2020

Filed:

Sep 10, 2019

Appl. No.:

16/566260

Inventors:

- Charlotte NC, US
Hui Du - Portland OR, US
Anthony Paul Begg - Santa Fe NM, US

Assignee:

Data Ventures, Inc. - Charlotte NC

International Classification:

G06Q 30/02
G06N 3/04
G06N 3/08
G06F 17/16

Abstract:

Embodiments of the present invention relate to systems, methods, and computer program products for an electronic neural network system for dynamically producing predictive data using varying data. In some embodiments, a system is provided that includes (a) forecasting apparatus, which stores product information and a neural network; and (b) a computing system that access the forecasting apparatus via a web portal and transmits some or all of the product information to the forecasting apparatus, which typically comprises varying or changing data. In some embodiments, the forecasting apparatus is configured to determine an initial forecast using at least a portion of the data, via the neural network, modify the initial forecast to generate a final forecast, and present the final forecast to the computing system. In some embodiments, an input vector associated with the neural network is too large to be inputted into the neural network without modification.

US Patent:

20140108094, Apr 17, 2014

Filed:

Dec 20, 2013

Appl. No.:

14/137037

Inventors:

- Charlotte NC, US
Hui Du - Portland OR, US
Anthony Paul Begg - Sante Fe NM, US

Assignee:

Data Ventures, Inc. - Charlotte NC

International Classification:

G06Q 30/02

US Classification:

705 731

Abstract:

In general terms, embodiments of the present invention relate to systems, methods, and computer program products for determining forecasting data relating to a product using a neural network and accessing that forecasting data. In some embodiments, a system is provided that includes (a) forecasting apparatus, which stores product information and a neural network; and (b) a computing system that access the forecasting apparatus via a web portal and transmits some or all of the product information to the forecasting apparatus. In some embodiments, the forecasting apparatus is configured to determine an initial sales forecast using at least a portion of the product information and the neural network, modify the initial sales forecast to generate a final sales forecast, and present the final sales forecast to the computing system via the web portal.