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Volumn , Issue , 2009, Pages 1730-1733

Short-time traffic flow volume prediction based on support vector machine with time-dependent structure

Author keywords

Intersection; Loop detector; Prediction; Support vector machine; Traffic flow volume

Indexed keywords

DEVELOPED MODEL; LOOP DETECTOR; MEAN ERRORS; MEAN SQUARED ERROR; NEW MODEL; PREDICTION MODEL; PREDICTION SUPPORT; RECONSTRUCTION PROCESS; TIME VARYING; TIME-DEPENDENT STRUCTURE; TRAFFIC FLOW;

EID: 70449989388     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IMTC.2009.5168736     Document Type: Conference Paper
Times cited : (14)

References (9)
  • 1
    • 33746610646 scopus 로고    scopus 로고
    • POP-TRAFFIC: A novel fuzzy neural approach to road traffic analysis and prediction
    • Quek C., Pasquier M. and Lim B. B. S., "POP-TRAFFIC: a novel fuzzy neural approach to road traffic analysis and prediction". IEEE Transactions on Intelligent Transportation Systems, 2006, Vol. 7, No. 2, pp. 133-146.
    • (2006) IEEE Transactions on Intelligent Transportation Systems , vol.7 , Issue.2 , pp. 133-146
    • Quek, C.1    Pasquier, M.2    Lim, B.B.S.3
  • 2
    • 0036532655 scopus 로고    scopus 로고
    • H. Yin, S. C. Wong and et al., Urban traffic flow prediction using a fuzzy-neural approach. Transp. Res., pt. C, 2002, 10, No. 2, pp. 85-98.
    • H. Yin, S. C. Wong and et al., "Urban traffic flow prediction using a fuzzy-neural approach". Transp. Res., pt. C, 2002, Vol. 10, No. 2, pp. 85-98.
  • 3
    • 0033717796 scopus 로고    scopus 로고
    • Forecast of dynamic traffic flow
    • Z. Yuan, W. Li and H. Liu, "Forecast of dynamic traffic flow". in Proc. ICTTS, 2000, pp. 507-512.
    • (2000) Proc. ICTTS , pp. 507-512
    • Yuan, Z.1    Li, W.2    Liu, H.3
  • 5
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • V. Vapnik, "An overview of statistical learning theory". IEEE transactions on Neural network, 1999, Vol. 10, No. 5, pp. 988-999.
    • (1999) IEEE transactions on Neural network , vol.10 , Issue.5 , pp. 988-999
    • Vapnik, V.1
  • 8
    • 47249085676 scopus 로고    scopus 로고
    • Ensemble learning approach for freeway short-term traffic flow prediction
    • San Antonio, TX, USA
    • Long Chen and Chen C. L. P., "Ensemble learning approach for freeway short-term traffic flow prediction". in IEEE International Conference on System of Systems Engineering, San Antonio, TX, USA, 2007, pp. 1-6.
    • (2007) IEEE International Conference on System of Systems Engineering , pp. 1-6
    • Chen, L.1    Chen, C.L.P.2
  • 9
    • 38049048812 scopus 로고    scopus 로고
    • Haowei Su, Ling Zhang and Shu Yu, Short-term traffic flow prediction based on incremental support vector regression. In the Third International Conference on Natural Computation, Haikou, China, 2007, 1, pp. 640-645.
    • Haowei Su, Ling Zhang and Shu Yu, "Short-term traffic flow prediction based on incremental support vector regression". In the Third International Conference on Natural Computation, Haikou, China, 2007, Vol. 1, pp. 640-645.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.