Method for constructing an updateable database of subject...

Data processing: financial – business practice – management – or co – Automated electrical financial or business practice or... – Discount or incentive

Reexamination Certificate

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Reexamination Certificate

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11072176

ABSTRACT:
Disclosed is a method for maintaining compact descriptions of the behavior of customers in a database of information relating to customer transactions. Of all possible variables that might be used to characterize customer transactions, a limited number are selected on the basis of discriminating power to define customer profiles. Customers are classified according to distinguishing features of their profiles. A new customer can be initially assigned to a particular class based on data characterizing his first few transactions.

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Taniguchi, Michiaki et al. “Fraud Detection in Communications Networks Using Neural and Probabilistic Methods.” Reprinted from Proceedings of the 1998 IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP'98), vol. II, pp. 1241-1244, © 1998.
Hollmén, Jaakko et al. “A Self-Organizing Map for Clustering Probabilistic Models.” Artificial Neural Networks, Sep. 7-10, 1999, Conference Publication No. 470, © IEE 1999.

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