Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine
The abnormal driving behavior of buses brings about greater security threat. How to effectively identify the abnormal driving behavior of buses has become one of the problems of cracking public transportation safety. This paper constructs an abnormal behavior recognition model of buses based on impr...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Journal of Advanced Transportation |
| Online Access: | http://dx.doi.org/10.1155/2021/2020882 |
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| _version_ | 1849414344012464128 |
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| author | Yong Pan Xiangmo Zhao Zhigang Xu Junwei Li Yifei Li Li Liu |
| author_facet | Yong Pan Xiangmo Zhao Zhigang Xu Junwei Li Yifei Li Li Liu |
| author_sort | Yong Pan |
| collection | DOAJ |
| description | The abnormal driving behavior of buses brings about greater security threat. How to effectively identify the abnormal driving behavior of buses has become one of the problems of cracking public transportation safety. This paper constructs an abnormal behavior recognition model of buses based on improved support vector machine. Through the verification, the model has a high recognition rate, which provides an important means for further improving the safety of public transportation operations. |
| format | Article |
| id | doaj-art-73bb01b8c063493fa5e98b24ea5867b2 |
| institution | Kabale University |
| issn | 0197-6729 2042-3195 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Advanced Transportation |
| spelling | doaj-art-73bb01b8c063493fa5e98b24ea5867b22025-08-20T03:33:53ZengWileyJournal of Advanced Transportation0197-67292042-31952021-01-01202110.1155/2021/20208822020882Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector MachineYong Pan0Xiangmo Zhao1Zhigang Xu2Junwei Li3Yifei Li4Li Liu5School of Information Engineering, Chang’an University, Shaanxi, Xi’an 710064, ChinaSchool of Information Engineering, Chang’an University, Shaanxi, Xi’an 710064, ChinaSchool of Information Engineering, Chang’an University, Shaanxi, Xi’an 710064, ChinaCHECC Data Co., LTD, Beijing 100089, ChinaCHECC Data Co., LTD, Beijing 100089, ChinaCHECC Data Co., LTD, Beijing 100089, ChinaThe abnormal driving behavior of buses brings about greater security threat. How to effectively identify the abnormal driving behavior of buses has become one of the problems of cracking public transportation safety. This paper constructs an abnormal behavior recognition model of buses based on improved support vector machine. Through the verification, the model has a high recognition rate, which provides an important means for further improving the safety of public transportation operations.http://dx.doi.org/10.1155/2021/2020882 |
| spellingShingle | Yong Pan Xiangmo Zhao Zhigang Xu Junwei Li Yifei Li Li Liu Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine Journal of Advanced Transportation |
| title | Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine |
| title_full | Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine |
| title_fullStr | Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine |
| title_full_unstemmed | Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine |
| title_short | Research on Abnormal Behavior Recognition of Buses Based on Improved Support Vector Machine |
| title_sort | research on abnormal behavior recognition of buses based on improved support vector machine |
| url | http://dx.doi.org/10.1155/2021/2020882 |
| work_keys_str_mv | AT yongpan researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine AT xiangmozhao researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine AT zhigangxu researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine AT junweili researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine AT yifeili researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine AT liliu researchonabnormalbehaviorrecognitionofbusesbasedonimprovedsupportvectormachine |