{"title":"Research on Meta Genomic Attribute Reduction Based on on a New Algorithm","authors":"Jian Xue, Fu Liu, Jing Bai, Tao Hou","doi":"10.1109/ICMIC.2018.8529969","DOIUrl":null,"url":null,"abstract":"Aiming at the problem that most of the DNA sequences extracted by meta genomics are unknown and exist multidimensional eigenvectors., this paper proposes a rough set and BreedPSO method to reduce the characteristics of microbial strains. It is found that while reducing the vector dimension., Can maintain or even improve the classification accuracy of species., effectively extract the fine species tags., save classification time., improve classification efficiency.","PeriodicalId":262938,"journal":{"name":"2018 10th International Conference on Modelling, Identification and Control (ICMIC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 10th International Conference on Modelling, Identification and Control (ICMIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMIC.2018.8529969","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Aiming at the problem that most of the DNA sequences extracted by meta genomics are unknown and exist multidimensional eigenvectors., this paper proposes a rough set and BreedPSO method to reduce the characteristics of microbial strains. It is found that while reducing the vector dimension., Can maintain or even improve the classification accuracy of species., effectively extract the fine species tags., save classification time., improve classification efficiency.