Granular Computing in Intelligent Transportation: An Exploratory Study
With the continuous development of the cities, the traffic situation has gradually become a topic of concern. The concept of an intelligent transportation system has been proposed and developed. In the field of intelligent transportation, the traffic data has gradually increased. People have higher...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2015-12-01
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| Series: | Cybernetics and Information Technologies |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/cait-2015-0073 |
| _version_ | 1811272509823123456 |
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| author | Dewen Seng Xinhong Cheng Jing Chen Xujian Fang |
| author_facet | Dewen Seng Xinhong Cheng Jing Chen Xujian Fang |
| author_sort | Dewen Seng |
| collection | DOAJ |
| description | With the continuous development of the cities, the traffic situation has gradually become a topic of concern. The concept of an intelligent transportation system has been proposed and developed. In the field of intelligent transportation, the traffic data has gradually increased. People have higher demands to real time data. The traditional data processing methods and tools have become unable to meet the needs of urban transport development. In this paper we analyzed the basic theory of granular computing, the methods, technology and current situation of granular computing. Besides, we discussed the hot issues of granular computing in an intelligent transportation system. Finally, granular computing in the development of intelligent transportation fields was also discussed. |
| first_indexed | 2024-04-12T22:41:37Z |
| format | Article |
| id | doaj.art-8fa0659ea73c44ea9a374830e22c0dce |
| institution | Directory Open Access Journal |
| issn | 1314-4081 |
| language | English |
| last_indexed | 2024-04-12T22:41:37Z |
| publishDate | 2015-12-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Cybernetics and Information Technologies |
| spelling | doaj.art-8fa0659ea73c44ea9a374830e22c0dce2022-12-22T03:13:41ZengSciendoCybernetics and Information Technologies1314-40812015-12-0115612213410.1515/cait-2015-0073Granular Computing in Intelligent Transportation: An Exploratory StudyDewen Seng0Xinhong Cheng1Jing Chen2Xujian Fang3School of Computer Science and Technology, Hangzhou Dianzi University, 310018 Hangzhou, China Key Laboratory of Complex Systems Modelling and Simulation, Ministry of Education, ChinaSchool of Computer Science and Technology, Hangzhou Dianzi University, 310018 Hangzhou, China Key Laboratory of Complex Systems Modelling and Simulation, Ministry of Education, ChinaSchool of Computer Science and Technology, Hangzhou Dianzi University, 310018 Hangzhou, China Key Laboratory of Complex Systems Modelling and Simulation, Ministry of Education, ChinaSchool of Computer Science and Technology, Hangzhou Dianzi University, 310018 Hangzhou, China Key Laboratory of Complex Systems Modelling and Simulation, Ministry of Education, ChinaWith the continuous development of the cities, the traffic situation has gradually become a topic of concern. The concept of an intelligent transportation system has been proposed and developed. In the field of intelligent transportation, the traffic data has gradually increased. People have higher demands to real time data. The traditional data processing methods and tools have become unable to meet the needs of urban transport development. In this paper we analyzed the basic theory of granular computing, the methods, technology and current situation of granular computing. Besides, we discussed the hot issues of granular computing in an intelligent transportation system. Finally, granular computing in the development of intelligent transportation fields was also discussed.https://doi.org/10.1515/cait-2015-0073intelligent transportation systemgranular computingtraffic datarough set |
| spellingShingle | Dewen Seng Xinhong Cheng Jing Chen Xujian Fang Granular Computing in Intelligent Transportation: An Exploratory Study Cybernetics and Information Technologies intelligent transportation system granular computing traffic data rough set |
| title | Granular Computing in Intelligent Transportation: An Exploratory Study |
| title_full | Granular Computing in Intelligent Transportation: An Exploratory Study |
| title_fullStr | Granular Computing in Intelligent Transportation: An Exploratory Study |
| title_full_unstemmed | Granular Computing in Intelligent Transportation: An Exploratory Study |
| title_short | Granular Computing in Intelligent Transportation: An Exploratory Study |
| title_sort | granular computing in intelligent transportation an exploratory study |
| topic | intelligent transportation system granular computing traffic data rough set |
| url | https://doi.org/10.1515/cait-2015-0073 |
| work_keys_str_mv | AT dewenseng granularcomputinginintelligenttransportationanexploratorystudy AT xinhongcheng granularcomputinginintelligenttransportationanexploratorystudy AT jingchen granularcomputinginintelligenttransportationanexploratorystudy AT xujianfang granularcomputinginintelligenttransportationanexploratorystudy |