Sung-Soo Kim, Chan-Hee Lee, Keon-Myung Lee, Sung-Duk Lee
{"title":"A New Scheme for Nucleotide Sequence Signature Extraction","authors":"Sung-Soo Kim, Chan-Hee Lee, Keon-Myung Lee, Sung-Duk Lee","doi":"10.1109/ICMLA.2006.9","DOIUrl":null,"url":null,"abstract":"In this paper, we have proposed a new method that extracts a set of signatures from different nucleotide groups via measuring the distances between the groups. The proposed method not only extracts automatically the signatures of different sizes via constraint relaxation, but also provides the locations of signatures in a sequence while it measures the relative distance between the groups, which provides a convenience for understanding the information on nucleotide. The performance of the proposed method is demonstrated through simulations and analysis","PeriodicalId":297071,"journal":{"name":"2006 5th International Conference on Machine Learning and Applications (ICMLA'06)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 5th International Conference on Machine Learning and Applications (ICMLA'06)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLA.2006.9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In this paper, we have proposed a new method that extracts a set of signatures from different nucleotide groups via measuring the distances between the groups. The proposed method not only extracts automatically the signatures of different sizes via constraint relaxation, but also provides the locations of signatures in a sequence while it measures the relative distance between the groups, which provides a convenience for understanding the information on nucleotide. The performance of the proposed method is demonstrated through simulations and analysis