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The development of multicore processors causes the enhancement of computing performances. In general, these processors give rise to the whole performance improvement via simultaneous processing of separated modules such as logical module and graphical module. In the single algorithm such as the calculation of a mathematical formula, a multithreaded program can also get the same effect as a distributed...
Currently those algorithms to mine association rules only pay attention to one aspect of efficiency or accuracy or correlativity respectively, even they ignore mining principal factors among all the correlativity. Thus, there seems a paradox among efficiency, accuracy and correlativity. In order to resolve to this conflict, a novel algorithm based on Probability estimate and principal component analysis...
This paper has analysed the a priori algorithm performance, and has pointed out performance bottleneck question of the a priori algorithm. Currently those algorithms to mine association rules only pay attention to one aspect of efficiency or accuracy respectively. There is a paradox between efficiency and accuracy. In order to resolve to this conflict, a novel algorithm based on probability estimate...
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