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Jozef Zurada
The profitability of loan granting institutions depends largely on the institutions ability to accurately evaluate credit risk. Their goal is to maximize income by issuing as many good loans to consumers as possible while minimizing losses associated wit...
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Jozef Zurada
The paper explores the effect of removing/replacing missing values on the classification performance of several models. The original data set, which contains a relatively large number of missing values, comes from the credit scoring context. This data se...
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Jozef Zurada
This paper presents an application of genetic algorithms (GAs) to a well-known traveling salesman problem (TSP) which is a challenging optimization task. Using the techniques of selection, crossover, and mutation borrowed from the Darwin?s evolution theo...
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Jozef Zurada
The paper broadly discusses the data reduction and data transformation issues which are important tasks in the knowledge discovery process and data mining. In general, these activities improve the performance of predictive models. In particular, the pape...
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Kwok, J. T.; Tsang, I. W.-H.; Zurada, J. M.
Pág. 778 - 785
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Muezzinoglu, M.K.; Guzelis, C.; Zurada, J.M.
Pág. 370 - 378
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Zurada, J. M. Polycarpou, M. M.
Pág. 1 - 5
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Duch, W. Setiono, R. Zurada, J. M.
Pág. 771 - 768
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Zurada, J. M.
Pág. 464 - 464
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Muezzinoglu, M. K. Guzelis, C. Zurada, J. M.
Pág. 891 - 899
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