Soft computing in big data intelligent transportation systems

Applied Soft Computing Journal

Volumn 38, Issue , 2016, Pages 1099-1108

  Wang, Chao ^a   Li, Xi ^a   Zhou, Xuehai ^a   Wang, Aili ^a   Nedjah, Nadia ^b  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b STATE UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Big data; Fuzzy control; Genetic algorithm; Intelligent transportation system

Indexed keywords

ALGORITHMS; AMPHIBIOUS VEHICLES; FUZZY CONTROL; GENETIC ALGORITHMS; INTELLIGENT SYSTEMS; SOFT COMPUTING; TRANSPORTATION; VEHICLE LOCATING SYSTEMS;

AVERAGE WAITING-TIME; BIG DATA APPLICATIONS; FUZZY CONTROL METHODS; INTELLIGENT TRANSPORTATION SYSTEMS; PROTOTYPE SYSTEM; TERMINAL DEVICES; TRAFFIC LIGHT; WAITING-TIME;

BIG DATA;

EID: 84937064851     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2015.06.006     Document Type: Article

References (31)

1. D. Howe, M. Costanzo, and et al. Big data: the future of biocuration Nature 455 7209 2008 47 50
2. C. Wang, X. Li, and et al. Heterogeneous cloud framework for big data genome sequencing IEEE/ACM Trans. Comput. Biol. Bioinf. 12 1 2014 166 178
3. J. Fiosina, M. Fiosins, and et al. Big data processing and mining for next generation intelligent transportation systems J. Teknol. 63 3 2013
4. C. Wang, X. Li, and et al. An intelligent transportation system using RFID based sensors The 15th IEEE International Conference on High Performance Computing and Communications (HPCC 2013) 2013
5. C. Wang, X. Li, and et al. SODA: software defined FPGA based accelerators for big data Design Automation & Test in Europe 2015
6. J. Fiosina, M. Fiosins, and et al. Mining the traffic cloud: data analysis and optimization strategies for cloud-based cooperative mobility management Int. Sym. Manag. Int. Syst. Adv. Int. Syst. Comp. 2013 25 32
7. J. Shawe-Taylor, T. de Bie, and et al. Data mining, data fusion and information management IEEE Proc. Intell. Transp. Syst. 153 3 2006 221 229
8. J. Zhang, F.-Y. Wang, and et al. Data-driven intelligent transportation systems: a survey IEEE Trans. Intell. Transp. Syst. 12 4 2011 1624 1639
9. C.-F. Lai, Y.-M. Huang, and et al. Adaptive body posture analysis using collaborative multi-sensors for elderly falling detection IEEE Intell. Syst. 25 2 2010 20 30
10. O. Diallo, J.J.P.C. Rodrigues, and et al. Real-time data management on wireless sensor network: a survey J. Netw. Comput. Appl. 35 3 2012 1013 1021
11. T.T. Tchrakian, B. Basu, and et al. Real-time traffic flow forecasting using spectral analysis IEEE Trans. Intell. Transp. Syst. 13 2 2012 519 526
12. G.A. Davis, and N.L. Nihan Nonparametric regression and short term freeway traffic forecasting J. Transp. Eng. 117 2 1991 178 188
13. P.C. Vythoulkas Alternative approaches to short-term traffic forecasting for use in driver information systems Proc 12th Int. Symp. Traffic Flow Theory Transp. 1993 485 506
14. D.-H. Lee, W. Zheng, and Q. Shi Short-term freeway traffic flow prediction: Bayesian combined neural network approach J. Transp. Eng. 132 2 2006 114 121
15. X. Jiang, and H. Adeli Dynamic wavelet neural network model for traffic flow forecasting J. Transp. Eng. 131 10 2005 771 779
16. H. Zhao, J. Sha, and et al. Detection and tracking of moving objects at intersections using a network of laser scanners IEEE Trans. Intell. Transp. Syst. 13 2 2012 655 670
17. J. Cao, P. Li, and et al. An interval fuzzy controller for vehicle active suspension systems IEEE Trans. Intell. Transp. Syst. 11 4 2010 885 895
18. J.E. Naranjo, C. Gonzalez, and et al. Adaptive fuzzy control for inter-vehicle gap keeping IEEE Trans. Intell. Transp. Syst. 4 3 2003 132 142
19. O. Linda, and M. Manic Online spatio-temporal risk assessment for intelligent transportation systems IEEE Trans. Intell. Transp. Syst. 12 1 2011 194 200
20. P. Maurizio, and G. Tony Multi-objective design space exploration using genetic algorithms Proceedings of the Tenth International Symposium on Hardware/Software Codesign Colorado 2002 ACM: Estes Park
21. L.M. Mourelle, R.E. Ferreira, and et al. Migration selection of strategies for parallel genetic algorithms implementation on NoCs Int. J. Electron. 97 10 2010 1227 1240
22. Yang Li, and Guo. Li An efficient network anomaly detection scheme based on TCM-KNN Algorithm Data Reduction Mechanism in Information Assurance Security Workshop, 2007. IAW. '07. IEEE SMC 2007 221 227
23. C.-H. Lin, J.-L. Yu, and et al. Genetic algorithm for shortest driving time in intelligent transportation systems International Conference on Multimedia and Ubiquitous Engineering, 2008 MUE 2008 2008 402 406
24. H. Hitoshi Kanoh, and N. Nakamura Route guidance with unspecified staging posts using genetic algorithm for car navigation systems Proc. Intell. Transp. Syst. 2000 119 124
25. L. Singh, S. Tripathi, and et al. Time optimization for traffic signal control using genetic algorithm Int. J. Recent Trends Eng. 2 2 2009 4 6
26. J. Arunadevi, A. Johnsanjeevkumar, and et al. Intelligent transport route planning using parallel genetic algorithms and MPI in high performance computing cluster Proceedings of the 15th International Conference on Advanced Computing and Communications, IEEE Computer Society 2007 578 583
27. J. Lee, B. Abdulhai, and et al. Real-time optimization for adaptive traffic signal control using genetic algorithms J. Intell. Transp. Syst. 9 3 2005 111 122
28. L. Zou, J. Xu, and et al. Application of genetic algorithm in dynamic route guidance system J. Transp. Syst. Eng. Inf. Technol. 7 3 2007 45 48
29. L.S.C. Pun-Cheng An interactive web-based public transport enquiry system with real-time optimal route computation IEEE Trans. Intell. Transp. Syst. 13 2 2012 983 988
30. S. Shekhar, C.T. Lu, and et al. CubeView: a system for traffic data visualization Proc. IEEE 5th Int. Conf. Intell. Transp. Syst. 2002 674 678
31. C.-T. Lu, L.N. Sripada, and et al. Transportation data visualization and mining for emergency management Int. J. Crit. Infrastruct. 1 2/3 2005 170 194