%0 Journal Article
%T Constraint Projection-based Support Vector Machines Selective Ensemble Algorithms<br>基于约束投影的支持向量机选择性集成
%A WANG Lei
%A <br>王磊
%J 计算机科学
%D 2009
%I 
%X This paper proposed two constraint project-based selective ensemble algorithms of support vector machines.Firstly,projective matrices were determined upon randomly selected must-link and cannot-link constraint sets,with which original training samples were transformed into different representation spaces to learn a group of base classifiers.Then,two selective ensemble techniques of genetic optimization and minimizing deviation errors were utilized to combine base classifiers.Experiments on UCI datasets show...
%K Constraint project
%K Selective ensemble
%K Support vector machines
%K Classifiers<br>约束投影
%K 选择性集成
%K 支持向量机
%K 分类器
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=022278D5894874EB9C80E1360BA927C4&yid=DE12191FBD62783C&vid=933658645952ED9F&iid=F3090AE9B60B7ED1&sid=D9AE183D3F5C3C75&eid=FBCA02DBD05BD4EA&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=12