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财务风险预警的支持向量机应用 被引量:1
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作者 张明 《中国管理信息化》 北大核心 2008年第18期7-9,共3页
本文给出了财务评价指标体系及其量化方法,利用支持向量机的分类能力建立财务风险预警的模型。对上市公司的财务数据进行训练和评估,证明基于支持向量机的财务风险预警模型的可行性和实用性,实验表明支持向量机在小样本情况下具有良好... 本文给出了财务评价指标体系及其量化方法,利用支持向量机的分类能力建立财务风险预警的模型。对上市公司的财务数据进行训练和评估,证明基于支持向量机的财务风险预警模型的可行性和实用性,实验表明支持向量机在小样本情况下具有良好的非线性建模能力和泛化能力。 展开更多
关键词 财务风险预警 支持向量机
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A Study to Improve the Method of Ascertaining Attribute Weight Based on Rough Sets Theory
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作者 LIU Cheng ZHANG Jian-bin BAO Xin-zhong 《中国管理信息化》 2009年第15期112-114,共3页
There are some shortages to ascertain attribute weight based on rough set in current studies. In this paper,attribute importance represented by rough set is studied deeply. Aiming at the existing problems,algebra pres... There are some shortages to ascertain attribute weight based on rough set in current studies. In this paper,attribute importance represented by rough set is studied deeply. Aiming at the existing problems,algebra presentation of rough sets is proved to be more comprehensive than its information presentation,then a new method of ascertaining attribute weigh is put forward based on rough set conditional entropy. Finally,it is shown that the new method is more reasonable than the old one by an example. 展开更多
关键词 权重 粗糙集 属性 决策表格
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