A data mining based algorithm for traffic network flow forecasting

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn 1, Issue , 2003, Pages 193-198

  Gong, Xiaoyan ^a   Liu, Xiaoming ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

Association Analysis; Association Rules Mining; Data Mining; Dynamic Assignment Algorithm; ITS; Traffic Network Forecasting

Indexed keywords

ADVANCED TRAVELER INFORMATION SYSTEMS; ALGORITHMS; ASSOCIATION RULES; FORECASTING; INFORMATION MANAGEMENT; INTELLIGENT SYSTEMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; REAL TIME SYSTEMS; TRAFFIC CONTROL; TRANSPORTATION;

ASSOCIATION ANALYSIS; ASSOCIATION RULES MINING; DYNAMIC ASSIGNMENT; ITS; TRAFFIC NETWORKS;

DATA MINING;

EID: 80053315241     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2003.1251947     Document Type: Conference Paper

References (7)

1. Xiaoyan Gong, "Review of traffic network flow forecasting", ICSEC, CASIA Report, December 2001.
2. M Papageorgiou, "Dynamic Modeling, assignment and route guidance in traffic networks". Transportation Research B, 24B(6), pp: 471-495,1990.
3. Zhaosheng Yang, "Urban traffic flow routing theory and model", Chinese Communication Press, Beijing, China, January 2000.
4. G.A.Davis, N.L.Nihan, "Nonparametric Regression and Short Term Freeway Traffic Forecasting", ASCE Journal of Transportation Engineering, 117(2), pp: 178-188, March 1991.
5. B.L.Smith, M.J.Demetsky, "Traffic Flow Forecasting: Comparison of Modeling Approaches", Journal of Transportation Engineering, 123(4), pp: 261-266,1997.
6. Xiaoyan Gong, Shuming Tang and Feiyue Wang, "Three Improvements on KNN-NPR for Short-time Traffic Flow Forecasting", Proceeding of the IEEE 5th International Conference on ITS, Singapore, September 2002.
7. Agrawal, A.N. Swami, "Mining Association Rules between Sets of Items in Large Databases", SIGMOD Conference, pp: 207-216, 1993.