Reduction Method for Mining Large-scale Complex Datasets

This paper gives the definition of large-scale complex dataset with characteristics of large,multi-attribute,temporal and spatial,rough.For the problem of large-scale complex dataset mining,according to theory of data reduction of statistics,rough set,fuzzy set,an efficient method is proposed to reduce large-scale complex data based on fuzzy clustering and attribute reduction of rough set.