Data manipulation and decision processing

Details Data manipulation and decision processing Data manipulation and decision processing

2002-02-11

2008-05-27

Hirl, Joseph P (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

C706S012000, C706S014000

Reexamination Certificate

active

07379926

ABSTRACT:
A device for making automated transaction decisions comprising a memory to store a series of historical records and results, where each record contains a set of data values for a corresponding set of variables, a transaction input unit to convey corresponding data values of a transaction for which a decision is to be made, a decision output unit to convey a recommended decision, a self-configuring modeler to configure itself based upon information stored in memory in order to predict expected results from any set of data values, and a controller coupled to the modeler and the transaction input unit to generate a decision output.

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Freund, Yoav, et al., “The Alternating Decision Tree Learning Algorithm,” In Machine Learning: Proceedings of the Sixteenth International Conference, 1999, pp. 124-133.

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