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Background: Most of complex diseases, such as cancer, heart disease, and diabetes, are believed to be mainly caused by epistatic interactions of two single nucleotide polymorphisms (SNPs).Though many works have been done for the detection of SNP-SNP interactions, the algorithmic development is still ongoing due to their mathematical and computational complexities.