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计算机科学 2009
FP-array-based Improved FP-growth Algorithm
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Abstract:
In FP-growth algorithm,two traversals of FP-tree are needed for constructing the new conditional FP-tree.A novel FP-array technique was presented that greatly reduced the need to traverse FP-trees.A improved FP-growth algorithm was presented which uses the FP-tree data structure in combination with the FP-array technique efficiently.Experimental results show that the new algorithm works especially well for sparse datasets.