Jin B: Neural network-based decision support for incomplete databases, The Pennsylvania State University, 1993. (PhD thesis). UMI Order No 9414306.

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Studies on the Experimental Construction of a Neural.. - Pesonen (1998)   (Correct)

....can also be used in the approximation. A network can be trained with the complete data cases to determine the value of the missing parameter or combination of parameters. Then the incomplete case is fed to the network and the output provides an approximation of the missing data value [BF95, Jin93, Lam94, SS95] This approach also takes into account all the available information from the data. In addition to that, the computation time for the replacement value is very short, when the trained network for that purpose is available. Transformation of parameter values The values of the ....

Jin B: Neural network-based decision support for incomplete databases, The Pennsylvania State University, 1993. (PhD thesis). UMI Order No 9414306.

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