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�������պ����ѧѧ�� 2008, Vol. 34 Issue (8) :976-980    DOI:
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�������պ����ѧ ����������������ص�ʵ����, ���� 100191
SVM based float car driving mode classification model
Zhu Tongyu, Guo Shengmin,Lü Weifeng*
State Key Laboratory of Software Development Environment, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

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Abstract�� There are two kinds of driving modes of float car at low speed. The misjudgement of these modes will affect the accuracy and efficiency of the calculation of float car real-time traffic conditions seriously. A SVM(support vector machine) based float car driving mode classification model was studied and designed, and a novel membership matrix-based feature evaluation and selection method was proposed. The classifier whose features are selected through this method made a great classification accuracy of 92.6% in test samples. The float car driving mode analysis enhances the accuracy of exiting system evidently.
Keywords�� float car   sampling interval   support vector machine   feature selection   membership matrix     
Received 2007-07-23;


About author: ��ͮ��(1969��),��,������,������,zhutongyu@nlsde.buaa.edu.cn.
��ͮ��,��ʤ��,������.����SVM�ĸ�������ʻģʽ�ж�ģ��[J]  �������պ����ѧѧ��, 2008,V34(8): 976-980
Zhu Tongyu, Guo Shengmin,L�� Weifeng.SVM based float car driving mode classification model[J]  JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND A, 2008,V34(8): 976-980
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