摘要
Accurateidentificationofprotein-codingregions(exons)inDNAsequenceshasbeenachallengingtaskinbioinformatics.Particularlythecodingregionshavea3-baseperiodicity,whichformsthebasisofallexonidentificationmethods.Manysignalprocessingtoolsandtechniqueshavebeenappliedsuccessfullyfortheidentificationtaskbutstillimprovementinthisdirectionisneeded.Inthispaper,wehaveintroducedanewpromisingmodel-independenttime-frequencyfilteringtechniquebasedonS-transformforaccurateidentificationofthecodingregions.TheS-transformisapowerfullineartime-frequencyrepresentationusefulforfilteringintime-frequencydomain.Thepotentialoftheproposedtechniquehasbeenassessedthroughsimulationstudyandtheresultsobtainedhavebeencomparedwiththeexistingmethodsusingstandarddatasets.Thecomparativestudydemonstratesthattheproposedmethodoutperformsitscounterpartsinidentifyingthecodingregions.
出版日期
2011年01月11日(中国期刊网平台首次上网日期,不代表论文的发表时间)