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Reciprocal Payers Identification in Banking Logs using SAT Solvers (CROSBI ID 638395)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Skansi, Sandro ; Dropuljić, Branimir Reciprocal Payers Identification in Banking Logs using SAT Solvers // IEEE Mipro 2016 Proceedings. 2016. str. 1500-1503

Podaci o odgovornosti

Skansi, Sandro ; Dropuljić, Branimir

engleski

Reciprocal Payers Identification in Banking Logs using SAT Solvers

In this paper we presented solvers for satisfiability testing (SAT) as a novel approach to finding reciprocal payers in banking logs. A term "reciprocal payers" is usually treated as general fraud by using standard techniques such as expert systems, machine learning and in recent times social network analysis. SAT as a technique for data analysis was abandoned due to the unfeasibility of SAT solvers. SAT solvers, however continued to develop in the hardware and software verification communities. We presented a proof-of- concept solution for identification of reciprocal payers (formally called a clique), which is a group of bank clients that issue payments to each other (each member to each member). We do not use real data due to client confidentiality, but the reader can see the principle. In the basic approach it is assumed that each client has only one account, and in the extended, second approach, it was allowed that a client can have more than one account.

Reciprocal payers identification; Banking logs; SAT solvers

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Podaci o prilogu

1500-1503.

2016.

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objavljeno

Podaci o matičnoj publikaciji

IEEE Mipro 2016 Proceedings

Podaci o skupu

MIPRO 2016

predavanje

30.05.2016-03.06.2016

Opatija, Hrvatska

Povezanost rada

Elektrotehnika, Računarstvo, Informacijske i komunikacijske znanosti