Distributed reduction algorithm on grid service |
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Authors: | DENG Song WANG Ru-chuan FU Xiong |
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Affiliation: | College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China |
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Abstract: | Pretreatment of mass and high dimensional data for users plays an important role for data mining in grid environment. To solve optimal reduction effectively, a distributed reduction algorithm on grid service is present. It combines grid services with a novel reduction algorithm on gene expression programming (GEP) (RA-GEP). Simulation experiments show that for mass or high dimensional data sets, the proposed algorithm has advantages in terms of speed and quality in contrast with traditional attribution reduction algorithms on intelligence computing. |
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Keywords: | gene expression programming distributed reduction grid service intelligence computing |
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