| 支持向量机在道路交通事故预测中的应用 |
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| 引用本文： | 徐玉兵.支持向量机在道路交通事故预测中的应用[J].交通标准化,2010(1):160-162. |
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| 作者姓名： | 徐玉兵 |
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| 作者单位： | 合肥工业大学机械与汽车工程学院,安徽,合肥,230009 |
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| 摘 要： | 通过对道路交通事故相关指标的分析，选取万车死亡率、十万人口死亡率作为指标集合，建立的基于支持向量机的道路交通事故预测模型，经10年的道路交通事故相关数据的训练和测试，其准确性得到了验证。
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| 关 键 词： | 道路交通事故 评价指标 预测模型 支持向量机 |
Application of Support Vector Machine in Prediction of Road Traffic Accidents |
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| XU Yu-bing.Application of Support Vector Machine in Prediction of Road Traffic Accidents[J].Communications Standardization,2010(1):160-162. |
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| Authors: | XU Yu-bing |
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| Institution: | School of Machinery and Automobile Engineering/a>;Hefei University of Technology/a>;Hefei 230009/a>;China |
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| Abstract: | By analyzing the related index of road traffic accidents,ten thousand cars mortality and one hundred thousands mortality are selected as an indicator muster. A prediction model of road traffic accidents has been set up which is based on support vector machine. Then the related data of 10-year road traffic accidents are used to train and test to verify the accuracy of the model. |
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| Keywords: | road traffic accidents assessment index prediction model support vector machine |
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