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Volumn 2005, Issue , 2005, Pages 337-342

Identification of rear-end crash patterns on instrumented freeways: A data mining approach

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; DATA MINING; DATABASE SYSTEMS; HIGHWAY TRAFFIC CONTROL; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 33747411483     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2005.1520155     Document Type: Conference Paper
Times cited : (7)

References (16)
  • 1
    • 17444374946 scopus 로고    scopus 로고
    • Relationships among urban freeway accidents, traffic flow, weather and lighting conditions
    • Institute of Transportation Studies. University of California, Berkeley
    • Golob, T. F., and Recker, W. W., Relationships among urban freeway accidents, traffic flow, weather and lighting Conditions. California PATH Working Paper UCB-ITS-PWP-2001-19, Institute of Transportation Studies. University of California, Berkeley, 2001.
    • (2001) California PATH Working Paper , vol.UCB-ITS-PWP-2001-19
    • Golob, T.F.1    Recker, W.W.2
  • 3
    • 0342851742 scopus 로고
    • A prototype system for real-time incident likelihood prediction
    • Transportation Research Board, National Research Council, Washington, D.C.
    • Madanat, S., and Liu, P., A prototype system for real-time incident likelihood prediction. IDEA Project Final Report (ITS-2), Transportation Research Board, National Research Council, Washington, D.C., 1995.
    • (1995) IDEA Project Final Report (ITS-2)
    • Madanat, S.1    Liu, P.2
  • 5
    • 1842584996 scopus 로고    scopus 로고
    • Real-time crash prediction model for the application to crash prevention in freeway traffic
    • Lee, C., Hellinga, B., and Saccomanno, F., Real-time crash prediction model for the application to crash prevention in freeway traffic. Transportation Research Record 1840, 2003, pp. 67-78.
    • (2003) Transportation Research Record , vol.1840 , pp. 67-78
    • Lee, C.1    Hellinga, B.2    Saccomanno, F.3
  • 7
    • 24744444336 scopus 로고    scopus 로고
    • Classification of real-time traffic speed patterns to predict crashes on the freeways
    • Washington D.C.
    • Abdel-Aty, M., and Pande, A., Classification of real-time traffic speed patterns to predict crashes on the freeways. Presented at the 83rd Annual Meeting of the Transportation Research Board (TRB), Washington D.C., 2004.
    • (2004) 83rd Annual Meeting of the Transportation Research Board (TRB)
    • Abdel-Aty, M.1    Pande, A.2
  • 8
    • 17444387465 scopus 로고    scopus 로고
    • Predicting freeway crashes based on loop detector data using matched case-control logistic regression
    • Forthcoming in the
    • Abdel-Aty, M., Uddin, N., Abdalla, F., Pande, A., and Hsia, L., Predicting freeway crashes based on loop detector data using matched case-control logistic regression. Forthcoming in the Transportation Research Record, 2004.
    • (2004) Transportation Research Record
    • Abdel-Aty, M.1    Uddin, N.2    Abdalla, F.3    Pande, A.4    Hsia, L.5
  • 9
    • 84894550553 scopus 로고    scopus 로고
    • Split models for predicting multi-vehicle crashes under high speed and low speed operation conditions on freeways
    • Washington D.C.
    • Abdel-Aty, M., Uddin, N., and Pande, A., Split models for predicting multi-vehicle crashes under high speed and low speed operation conditions on freeways. Presented at the 84th Annual Meeting of the Transportation Research Board (TRB), Washington D.C., 2005.
    • (2005) 84th Annual Meeting of the Transportation Research Board (TRB)
    • Abdel-Aty, M.1    Uddin, N.2    Pande, A.3
  • 11
    • 0035689114 scopus 로고    scopus 로고
    • Development of artificial neural network models to predict driver injury severity in traffic accidents at signalized intersections
    • Abdelwahab, H., and Abdel-Aty, M., Development of artificial neural network models to predict driver injury severity in traffic accidents at signalized intersections. Transportation Research Record, No. 1746, 2001, pp. 6-13.
    • (2001) Transportation Research Record , Issue.1746 , pp. 6-13
    • Abdelwahab, H.1    Abdel-Aty, M.2
  • 12
    • 0035185594 scopus 로고    scopus 로고
    • Pattern recognition for road traffic accident severity in Korea
    • Sohn, S., and Shin, H., Pattern recognition for road traffic accident severity in Korea. Ergonomics, Vol. 44, No. 1, 2001, pp. 107-117.
    • (2001) Ergonomics , vol.44 , Issue.1 , pp. 107-117
    • Sohn, S.1    Shin, H.2
  • 16
    • 0024861871 scopus 로고
    • Approximations by superposition of sigmoid functions
    • Cybenko, C., Approximations by superposition of sigmoid functions. Mathematics of Control Signals and Systems, Vol. 2, 1989, pp. 303-314.
    • (1989) Mathematics of Control Signals and Systems , vol.2 , pp. 303-314
    • Cybenko, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.