%0 Journal Article
%T Research on a case-based reasoning method using cost-sensitive learner and its applications
一种基于代价敏感学习的范例推理方法及其应用研究
%A LUO Fei-fei
%A LIU Gui-quan
%A AN Jing-qi
%A ZHANG Ting-hui
%A
罗菲菲
%A 刘贵全
%A 安景琦
%A 等
%J 计算机应用
%D 2005
%I
%X This paper proposed a case-based reasoning method using cost-sensitive learning that can classify and forecast large-scale and high dimension data. While classifying, this method adjust attribute weight constantly, in order to reduce the misclassification cost. The method has made a better result on some intrusion detection research.
%K case-based reasoning
%K classify algorithm
%K cost-sensitive learning
范例推理
%K 分类算法
%K 代价敏感
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=CE2876C2EAE95090&yid=2DD7160C83D0ACED&vid=C5154311167311FE&iid=F3090AE9B60B7ED1&sid=BB16B2E6715919D5&eid=AC4D3BB8B2B20FBE&journal_id=1001-9081&journal_name=计算机应用&referenced_num=3&reference_num=4