CASIA OpenIR  > 09年以前成果
An agent-based framework for a traffic security management system
Tang, SM; Gao, HJ; Kantor, P; Muresan, G; Roberts, F; Zeng, DD; Wang, FY; Chen, H; Merkle, RC; Tang, Shuming
2005
发表期刊INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS
卷号3495期号:1页码:660-661
文章类型Article
摘要
; This paper proposes an improved nonparametric regression (INPR) algorithm for forecasting traffic flows and its application in automatic detection of traffic incidents. The INPRA is constructed based on the searching method of nearest neighbors for a traffic-state vector and its main advantage lies in forecasting through possible trends of traffic flows, instead of just current traffic states, as commonly used in previous forecasting algorithms. Various simulation results have indicated the viability and effectiveness of the proposed new algorithm. Several performance tests have been conducted using actual traffic data sets and results demonstrate that INPRs average absolute forecast errors, average relative forecast errors, and average computing times are the smallest comparing with other forecasting algorithms.
关键词Automatic Incidentdetection Forecast Nonparametricregression Algorithms State Vectors Traffic Incidents
WOS标题词Science & Technology ; Technology
收录类别SCI ; ISTP
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS记录号WOS:000230114100096
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9137
专题09年以前成果
通讯作者Tang, Shuming
作者单位1.Shandong Acad Sci, Inst Automat, Shandong, Peoples R China
2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Tang, SM,Gao, HJ,Kantor, P,et al. An agent-based framework for a traffic security management system[J]. INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS,2005,3495(1):660-661.
APA Tang, SM.,Gao, HJ.,Kantor, P.,Muresan, G.,Roberts, F.,...&Tang, Shuming.(2005).An agent-based framework for a traffic security management system.INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS,3495(1),660-661.
MLA Tang, SM,et al."An agent-based framework for a traffic security management system".INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS 3495.1(2005):660-661.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Traffic-Incident Det(622KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Tang, SM]的文章
[Gao, HJ]的文章
[Kantor, P]的文章
百度学术
百度学术中相似的文章
[Tang, SM]的文章
[Gao, HJ]的文章
[Kantor, P]的文章
必应学术
必应学术中相似的文章
[Tang, SM]的文章
[Gao, HJ]的文章
[Kantor, P]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Traffic-Incident Detection-Algorithm.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。