Boryana S Dimova

US Patent:

8051030, Nov 1, 2011

Filed:

Sep 27, 2010

Appl. No.:

12/891123

Inventors:

Mike Howard - Austin TX, US
Boryana Dimova - Austin TX, US

Assignee:

Austin Logistics Incorporated - Austin TX

International Classification:

G06F 17/00
G06N 5/02

US Classification:

706 50

Abstract:

Task management supported by analytics has enhanced effectiveness through automated population splitting for generating models that predict task associated outcomes. Subpopulations are automatically analyzed for adequate sample size and selectively recombined based on characteristics of the subpopulations, such as to combine homogeneous subpopulations or to optimize a subpopulation characteristic. As an example, outbound calling campaign models are generated for time periods by splitting a sample population into time period subpopulations and combining subpopulation time periods having inadequate sample size so that combined subpopulations have a minimized total time period or greater similarity relative to other subpopulations.

US Patent:

20080262804, Oct 23, 2008

Filed:

Apr 17, 2007

Appl. No.:

11/736065

Inventors:

Mike Howard - Austin TX, US
Boryana Dimova - Austin TX, US

International Classification:

G06F 7/60

US Classification:

703 2

Abstract:

Task management supported by analytics has enhanced effectiveness through automated population splitting for generating models that predict task associated outcomes. Subpopulations are automatically analyzed for adequate sample size and selectively recombined based on characteristics of the subpopulations, such as to combine homogeneous subpopulations or to optimize a subpopulation characteristic. As an example, outbound calling campaign models are generated for time periods by splitting a sample population into time period subpopulations and combining subpopulation time periods having inadequate sample size so that combined subpopulations have a minimized total time period or greater similarity relative to other subpopulations.