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Data-Driven Intelligent Transportation Systems: A Survey
文献类型：期刊论文
| 作者 | Zhang, Junping1; Wang, Fei-Yue3 ; Wang, Kunfeng; Lin, Wei-Hua4; Xu, Xin5; Chen, Cheng2
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| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
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| 出版日期 | 2011-12-01 |
| 卷号 | 12期号:4页码:1624-1639 |
| 关键词 | Data mining data-driven intelligent transportation systems ((DITS)-I-2) machine learning microblog mobility visual analytics visualization |
| 英文摘要 | For the last two decades, intelligent transportation systems (ITS) have emerged as an efficient way of improving the performance of transportation systems, enhancing travel security, and providing more choices to travelers. A significant change in ITS in recent years is that much more data are collected from a variety of sources and can be processed into various forms for different stakeholders. The availability of a large amount of data can potentially lead to a revolution in ITS development, changing an ITS from a conventional technology-driven system into a more powerful multifunctional data-driven intelligent transportation system ((DITS)-I-2): a system that is vision, multisource, and learning algorithm driven to optimize its performance. Furthermore, (DITS)-I-2 is trending to become a privacy-aware people-centric more intelligent system. In this paper, we provide a survey on the development of (DITS)-I-2, discussing the functionality of its key components and some deployment issues associated with (DITS)-I-2. Future research directions for the development of (DITS)-I-2 is also presented. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology |
| 研究领域[WOS] | Engineering ; Transportation |
| 关键词[WOS] | TRAFFIC SIGN RECOGNITION ; TRAVEL-TIME PREDICTION ; NONLINEAR DIMENSIONALITY REDUCTION ; PEDESTRIAN-DETECTION ; NIGHT-VISION ; COLLISION-AVOIDANCE ; ASSISTANCE SYSTEMS ; VEHICLE DETECTION ; NEURAL-NETWORKS ; CELL PHONES |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000297588500061 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3555]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 作者单位 | 1.Fudan Univ, Shanghai Key Lab Intelligent Informat Proc, Sch Comp Sci, Shanghai 200433, Peoples R China 2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China 3.Univ Arizona, Tucson, AZ 85719 USA 4.Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA 5.Natl Univ Def Technol, Inst Automat, Coll Mechatron & Automat, Changsha 410073, Hunan, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Junping,Wang, Fei-Yue,Wang, Kunfeng,et al. Data-Driven Intelligent Transportation Systems: A Survey[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2011,12(4):1624-1639. |
| APA | Zhang, Junping,Wang, Fei-Yue,Wang, Kunfeng,Lin, Wei-Hua,Xu, Xin,&Chen, Cheng.(2011).Data-Driven Intelligent Transportation Systems: A Survey.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,12(4),1624-1639. |
| MLA | Zhang, Junping,et al."Data-Driven Intelligent Transportation Systems: A Survey".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 12.4(2011):1624-1639. |
入库方式： OAI收割
来源：自动化研究所
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