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Minimum Description Length(MDL) principle is used to calculate the weights of the unequal-length candidate sequences based on the motif patterns selected. 针对现有主旨模式挖掘算法易受噪声干扰的问题，提出一种基于最长公共子序列距离的挖掘算法。