%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