| N.J. Radcliffe and I.W. Flockhart. Scaleable data mining systems. Technical report, Quadstone Ltd., Edinburgh, UK, 1996. |
.... many meaningful relationships are overlooked because they are not apparent in the sample taken [3] Secondly, building samples from large databases is not straightforward as the iterative nature of data mining demands a high degree of interaction between the database and data mining technology [18]. And finally, even if an adequate model is produced, most existing data mining tools do not produce models which can be deployed efficiently against the rest of the database (e.g. as SQL queries) The limitations of conventional data mining systems has led to an increased interest in solutions ....
N.J. Radcliffe and I.W. Flockhart. Scaleable data mining systems. Technical report, Quadstone Ltd., Edinburgh, UK, 1996.
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