Using K-means clustering to identify time-of-day break points for traffic signal timing plans

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn 2005, Issue , 2005, Pages 586-591

  Wang, Xiaodong ^a   Cottrell, Wayne ^a   Mu, Sichun ^a  

^a University of Utah   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; HIERARCHICAL SYSTEMS; STORAGE ALLOCATION (COMPUTER); TRAFFIC CONTROL;

HIERARCHICAL CLUSTERING; TRAFFIC INFORMATION; TRAFFIC SIGNAL TIMINGS; VOLUME DATA;

TRAFFIC SIGNALS;

EID: 33747435846     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2005.1520102     Document Type: Conference Paper

References (13)

1. N.J. Garber and L.A. Hoel. Traffic and Highway Engineering, 3rd edition, Brooks/Cole, Pacific Grove, CA, 2002.
2. Manual of Traffic Signal Design, 2nd edition. Institute of Transportation Engineers, Washington, DC, 1998.
3. Manual on Uniform Traffic Control Devices: MUTCD 2000, Federal Highway Administration, Washington, DC, December 28,2001.
4. J. Hua and A. Faghri "Dynamic Traffic Pattern Classification Using Artificial Neural Networks." Transportation Research Record 1399, Transportation Research Board, National Research Council, Washington, DC, pp. 14-19.
5. B.L. Smith, T.A. Hauser, and W.T. Scherer. "Data-Mining Tools for the Support of Traffic Signal-Timing Plan Development." Journal of the Transportation Research Board: Transportation Research Record 1768, National Research Council, Washington, DC, pp. 141-147.
6. F. V. Webster. Traffic Signals. Road Research Technical Paper No. 39, Her Majesty's Stationery Office, London, England, 1958.
7. AJ. Mayne. "Traffic Signal Settings for Congested Traffic. " In Proceedings, Engineering Foundation Conference on Research Directions in Computer Control of Urban Traffic Systems, Pacific Grove, CA, February 11-16, 1979, pp. 335-354.
8. R.A. Johnson and D.W. Wichern. Applied Multivariate Statistical Analysis, 3rd edition, Prentice Hall, Englewood Cliffs, NJ, 1992.
9. T.A. Hauser and W.T. Scherer. "Data Mining Tools for Real-Time Traffic Signal Decision Support and Maintenance." In Proceedings, IEEE International Conference on Systems, Man and Cybernetics, Tucson, AZ, October 14-17,2001, VoL 3, pp. 1471-1477.
10. J.B. MacQueen. "Some Methods for Classification and Analysis of Multivariate Observations." In Proceedings, 5th Berkeley symposium on Mathematical Statistics and Probability, Berkeley, CA, 1967, Vol. I, pp. 281-297.
11. M-J. Jeong and S. Yoshimura. "An Evolutionary Clustering Approach to Pareto Solution Multiobjective Optimization." In Proceedings, 28'h ASME Design Engineering Technical Conference, Montreal, Quebec, Canada, Sept. 29-0ct. 2, 2002, Vol. 2, pp. 141-148.
12. C. Oh and S.G. Ritchie. "Real-Time Inductive-Signature Based Level of Service for Signalized Intersections." In Journal of the Transportation Research Board: Transportation Research 1802, National Research Council, Washington, DC-2002, pp. 97-104.
13. J. Tukey. Exploratory Data Analysis, Addison-Wesley, Reading, MA, 1977.