A Bank Customers Credit Evaluation Based on the Decision Tree and the Simulated Annealing Algorithm

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dc.contributor.author Jiang, Yi en_US
dc.contributor.author Chen, Yan en_US
dc.contributor.author Zeng, Zhimin en_US
dc.contributor.author He, Sean en_US
dc.contributor.editor Qiang Wu et al. en_US
dc.date.accessioned 2010-05-28T10:00:29Z
dc.date.available 2010-05-28T10:00:29Z
dc.date.issued 2008 en_US
dc.identifier 2008001715 en_US
dc.identifier.citation Jiang Yi et al. 2008, 'A Bank Customers Credit Evaluation Based on the Decision Tree and the Simulated Annealing Algorithm', 8th IEEE International Conference on Computer and Information Technology (CIT2008), IEEE Computer Society, USA en_US
dc.identifier.issn 978-1-4244-2358-3 en_US
dc.identifier.other E3 en_US
dc.identifier.uri http://hdl.handle.net/10453/10920
dc.description.abstract C4.5 is a learning algorithm that adopts local search strategy, and it cannot obtain the best decision rules. On the other hand, the simulated annealing algorithm is a globally optimized algorithm and it avoids the drawbacks of C4.5. This paper proposes a new credit evaluation method based on decision tree and simulated annealing algorithm. The experimental results demonstrate that the proposed method is effective. en_US
dc.language en_US
dc.publisher IEEE Computer Society en_US
dc.relation.isbasedon http://dx.doi.org/10.1109/CIT.2008.4594674 en_US
dc.title A Bank Customers Credit Evaluation Based on the Decision Tree and the Simulated Annealing Algorithm en_US
dc.parent 8th IEEE International Conference on Computer and Information Technology (CIT2008) en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation USA en_US
dc.identifier.startpage 203 en_US
dc.identifier.endpage 206 en_US
dc.cauo.name INEXT Research Strength Core en_US
dc.conference Verified OK en_US
dc.for 080106 en_US
dc.personcode 0000047804 en_US
dc.personcode 10389219 en_US
dc.personcode 0000047805 en_US
dc.personcode 990421 en_US
dc.percentage 40 en_US
dc.classification.name Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE International Conference on Computer and Information Technology en_US
dc.date.activity 20080708 en_US
dc.location.activity Sydney, Australia en_US
dc.description.keywords bank data processing credit transactions decision trees learning (artificial intelligence) simulated annealing en_US
dc.staffid 990421 en_US


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