%0 Journal Article %T Application of One-Class Support Vector Machine in Tobacco Leaves Selection
一类支持向量机在烟叶选择中的应用 %A WANG Qiang %A CHEN Ying-wu %A LI Meng-jun %A
王强 %A 陈英武 %A 李孟军 %J 计算机应用 %D 2007 %I %X In order to solve the problem on substitute of tobacco leaves in cigarette blend, a model for selecting tobacco leaves based on one-class support vector machine was proposed. The principle of the model was introduced, and the primary factors influencing the veracity of the model were discussed, then an optimization strategy for the model was presented by joint optimizing of feature selection and parameters for support vector machine. A case study demonstrates that the model could identify the comparability of tobacco leaves according to the measured data of the chemical components of tobacco leaves, which makes it possible to carry out intelligent selection for tobacco leaves. %K one-class support vector machine %K tobacco leaves selection %K optimization method %K chemical components
一类支持向量机 %K 烟叶选择 %K 优化方法 %K 化学成分 %K 一类支持向量机 %K 卷烟叶组配方 %K 特征选择 %K 应用 %K selection %K leaves %K tobacco %K support %K vector %K machine %K 智能化 %K 相似性 %K 量值 %K 化学成分 %K 选择方法 %K 优化策略 %K 参数 %K 因素 %K 影响模型 %K 分析 %K 原理 %K 建模 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=14E16CBD274305128F10EB99303CE380&yid=A732AF04DDA03BB3&vid=DB817633AA4F79B9&iid=0B39A22176CE99FB&sid=BE5DBC360CD4FFB9&eid=5CB576B96D187F64&journal_id=1001-9081&journal_name=计算机应用&referenced_num=1&reference_num=18