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The initiation of replication is an extremely important process in DNA life cycle.Given an uncharacterized DNA sequence,can we identify where its origin of replication (ORI) is located? It is no doubt a fundamental problem in genome analysis.Particularly,with the rapid development of genome sequencing technology that results in a huge amount of sequence data,it is highly desired to develop computational methods for rapidly and effectively identifying the ORIs in these genomes.