Using fuzzy clustering of user perception to define levels of service at signalized intersections

Journal of Transportation Engineering

Volumn 129, Issue 6, 2003, Pages 657-663

  Fang, Fang Clara ^a   Elefteriadou, Lily ^a   Pecheux, Kelly Klaver ^b   Pietrucha, Martin T ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b SCIENCE APPLICATIONS INTERNATIONAL CORPORATION   (United States)

Author keywords

Fuzzy sets; Intersections; Serviceability; Traffic signals

Indexed keywords

DATABASE SYSTEMS; FUZZY CONTROL; QUALITY OF SERVICE; TRAFFIC CONTROL;

FUZZY CLUSTERING; HIGHWAY CAPACITY MANUALS (HCM);

TRANSPORTATION;

FUZZY MATHEMATICS; PERCEPTION; TRAFFIC MANAGEMENT;

EID: 0345375530     PISSN: 0733947X     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-947X(2003)129:6(657)     Document Type: Article

References (15)

1. Bezdek, J. C. (1981). Pattern recognition with fuzzy objective function algorithm, Plenum, New York.
2. Bezdek, J. C., Keller, J. M., Krishnapuram R., and Pal, N. R. (1999). Fuzzy models and algorithms for pattern recognition and image processing, Kluwer, Norwell, Mass.
3. Fausett, L. (1994). Fundamentals of neural networks: Architectures, algorithms and applications, Prentice-Hall, Englewood Cliffs, N.J.
4. "Highway capacity manual." (1985). Special Rep. 209, Transportation Research Board, Washington D.C.
5. "Highway capacity manual." (2000). Special Rep. 209, Transportation Research Board, Washington D.C.
6. Kittelson, W. K., and Roess, R. P. (2001). "Highway capacity analysis after the HCM 2000." 80th TRB Annual meeting, Transportation Research Board, Washington, D.C.
7. Pappis, C. P., and Mamdani, E. H. (1977). "A fuzzy logic controller for a traffic junction." IEEE Trans. Syst. Man Cybern., SMC-7(10), 707-717.
8. Pecheux, K. K. (2000). "User perception of time-based level-of-service criteria for signalized intersections." PhD thesis, Dept. of Civil Engineering, Pennsylvania State Univ., University Park, Pa.
9. Pecheux, K. K., Pietrucha, M. T., and Jovanis, P. P. (2000). "User perception of level of service at signalized intersections." 79th Annual Meeting of TRB, Transportation Research Board, Washington, D.C.
10. Pecheux, K. K., Pietrucha, M. T., and Jovanis, P. P. (2001). "Evaluation of average delay as a measure of effectiveness for signalized intersections." 80th TRB Annual Meeting, Transportation Research Board, Washington, D.C.
11. Sayed, T., Abdelwahad, W., and Navin, F. (1995). "Identifying accident-prone locations using fuzzy pattern recognition." J. Transp. Eng., 121(4), 352-358.
12. Spring, G. S. (1999). "Integration of safety and the highway capacity manual." Transportation Research Circular E-C018: 4th Int. Symp. on Highway Capacity, 63-72.
13. Teodorovic, D., and Kikuchi, S. (1990). "Uncertainty modeling and analysis." Proc., 1st Int. Symp. on Uncertainty Modeling and Analysis, IEEE Computer Press, College Park, Md., 140-145.
14. Wang, X. L. (1997). A course in fuzzy systems and control, Prentice-Hall International, Upper Saddle River, N.J.
15. Zadeh, L. A. (1965). "Fuzzy sets." Inf. Control, 8, 338-353.