Automated predictive modeling of business future events...

Details Automated predictive modeling of business future events... Automated predictive modeling of business future events...

2011-03-22

2011-03-22

Holmes, Michael B. (Department: 2129)

Data processing: artificial intelligence

Adaptive system

C706S046000, C706S013000, C705S03600T

Reexamination Certificate

active

07912795

ABSTRACT:
Predictive models are developed automatically for a plurality of modeling variables. The plurality of modeling variables is transformed, based on a transformation rule. A clustering of the transformed modeling variables is performed to create variable clusters. A set of variables is selected from the variable clusters based on a selection rule. A regression of the set of variables is performed to determine prediction variables. The prediction variables are utilized in developing a predictive model. The development of the predictive model may include modification of the predictive model, review of the plurality of transformations, and validation of the predictive model.

REFERENCES:
patent: 6480832 (2002-11-01), Nakisa
patent: 7039654 (2006-05-01), Eder
patent: 7283982 (2007-10-01), Pednault
patent: 7328182 (2008-02-01), Yahil et al.
patent: 7401057 (2008-07-01), Eder
patent: 2001/0044766 (2001-11-01), Keyes
patent: 2004/0167765 (2004-08-01), Abu El Ata
patent: 2005/0234753 (2005-10-01), Pinto et al.
Business Intelligence Products&Performance Management Services—Fair Isaac, from http://www.fairisaac.com/fic/en/product-service/Products-Services-Search.htm?f1=&f2=&f3={5C6C..., 3 pages, Copyright 2007, printed May 8, 2007.
InfoCentricity: Analytics at the Speed of Business, from http://www.infocentricity.com/products.html, 2 pages, printed May 1, 2007.
Our Approach: Scoring&Predictive Analytics, from http://www.fairisaac.com/fic/en/our-approach/scoring-and-predictive-analytics/, 4 pages, Copyright 2007, printed May 8, 2007.
Products&Services: Behavior Models, from http://www.fairisaac.com/fic/en/product-service/product-index/behavior-models/, 5 pages, Copyright 2007, printed May 8, 2007.
Products&Services: Custom Credit Bureau Models, from http://www.fairisaac.com/fic/en/product-service/product-index/custom-credit-bureau-models/, 4 pages, Copyright 2007, printed May 8, 2007.
Products&Services: Model Builder, from http://www.fairisaac.com/fic/en/product-service/product-index/model-builder/, 6 pages, Copyright 2007, printed May 8, 2007.
USPTO; Office Action U.S. Appl. No. 11/615,703 dated Feb. 27, 2009.
USPTO; Notice of Allowance U.S. Appl. No. 11/615,703 dated Jan. 12, 2010.

Affiliated with

Also associated with

Rating

Automated predictive modeling of business future events... does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Automated predictive modeling of business future events..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Automated predictive modeling of business future events... will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-2721071