| 基于LVQ神经网络模型的企业财务危机预警 |
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| 引用本文： | 董妍慧.基于LVQ神经网络模型的企业财务危机预警[J].大连海事大学学报(社会科学版),2008,7(1):92-94. |
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| 作者姓名： | 董妍慧 |
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| 作者单位： | 大连海事大学,经济与管理学院,辽宁,大连,116026 |
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| 摘 要： | LVQ神经网络模型具有很好的模式识别特性，选取148家A股上市公司作为研究样本，构建基于LVQ神经网络的财务危机预警模型，经过训练测试后，该模型具有良好的分类功能。结果表明，利用LVQ网络进行模式识别是合适的。所构建的预警模型能够有效地预测企业的财务危机。
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| 关 键 词： | 财务危机预警 LVQ网络 人工神经网络 |
| 文章编号： | 1671-7031(2008)01-0092-03 |
| 修稿时间： | 2007年8月15日 |
Financial crisis warning based on LVQ neural network |
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| DONG Yan-hui.Financial crisis warning based on LVQ neural network[J].Journal of Dalian Maritime University:Social Science Edition,2008,7(1):92-94. |
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| Authors: | DONG Yan-hui |
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| Institution: | DONG Yan-hui (College of Economics and Management, Dalian Maritime Univ. , Dalian 116026, China) |
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| Abstract: | LVQ neural network has the advantage of the pattern-identification.In this paper,120 listed companies were selected as the study's samples and financial crisis warning model based on LVQ neural network was set up.After being trained and tested,the model has the excellent function of classifying.The results show that LVQ could be employed in the pattern-identification,while the model based on LVQ neural network could predict financial crisis of enterprises efficiently. |
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| Keywords: | financial crisis warning LVQ neural network artificial neural network |
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