FORECASTING USING INTERPOLATION MODELING

Patent №

US 7,072,863

Granted

2006-07-04

Filed 1999

Owner

C4CAST.COM, INC.

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09392106

The value of a target variable is predicted by obtaining historical values for the target variable at each of several time points and obtaining previously predicted values and currently predicted values for each of several predictor variables, the predictor variables being different from the target variable. Values are assigned to parameters of a forecasting model to obtain the best fit of the previously predicted values for the predictor variables to the historical values for the target variable. Finally, a value of the target variable is predicted from the currently predicted values for at least a subset of the predictor variables using the forecasting model and the values assigned to the parameters of the forecasting model.

AI classification

Planning1.00
Machine learning1.00
Evolutionary computation0.96
AI hardware0.91
Knowledge representation0.14
Vision0.04
Natural language0.02
Speech0.00

Ownership

C4CAST.COM, INC.

assignment · 102370399

Assignors

PHILLIPS, G. MICHAEL, FINDLAY, M. CHAPMAN III, JENNINGS, WILLIAM P., KLEIN, STEPHEN A., RICE, MARK E.

On an employer assignment, the assignors are typically the inventors.

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