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| 引用本文： | 孙熙,李夏苗.����boosting �㷨�Ľ�ͨ�¼����[J].交通运输系统工程与信息,2007,7(5):37-41. |
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| 作者姓名： | 孙熙 李夏苗 |
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| 作者单位： | ????????????乤?????????? ??? 410075 |
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| 摘 要： | 提出一种新颖的基于boosting模糊分类的交通事件检测方法。该方法利用Boosting方法和遗传算法以迭代形式获取一组模糊规则及规则对应的权值，分类器以加权投票方式进行分类决策。运用Matlab 进行了仿真分析，结果表明提出的交通事件检测算法利用较少样本数据即可快速实现交通事件检测。
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| 关 键 词： | ????????? ????? Boosting???? ????????? |
| 文章编号： | 1009-6744（2007）05-0037-05 |
| 收稿时间： | 2007-4-17 |
| 修稿时间： | 2007-04-17 |
Traffic Incidents Detection Based on Boosting Method |
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| SUN Xi,LI Xia-miao.Traffic Incidents Detection Based on Boosting Method[J].Transportation Systems Engineering and Information,2007,7(5):37-41. |
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| Authors: | SUN Xi LI Xia-miao |
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| Institution: | College of Traffic and Transport Engineering, Central South University, Changsha 410075, China |
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| Abstract: | A novel method is proposed for traffic incidents detection based on boosting fuzzy classification.The fuzzy rule and the weight have been obtained using boosting method and Genetic algorithm in an incremental fashion.The classified using aggregate the castled votes to carry through the classified decision-making.Finally we have simulated with Mat lab and found out that the algorithm can detect incidents fleetly using a few samples. |
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| Keywords: | traffic incidents detection genetic algorithm boosting algorithm fuzzy classifier |
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