메뉴 건너뛰기




Volumn 37, Issue 12, 2010, Pages 7729-7736

A decision making system to automatic recognize of traffic accidents on the basis of a GIS platform

Author keywords

Artificial neural network; Correlation based feature selection; Decision making system; Geographical information systems (GIS); Support vector machine; Traffic accident analysis

Indexed keywords

ACCIDENTS; ADVANCED TRAVELER INFORMATION SYSTEMS; CLASSIFICATION (OF INFORMATION); DECISION MAKING; DEEP NEURAL NETWORKS; FEATURE EXTRACTION; FORECASTING; GEOGRAPHIC INFORMATION SYSTEMS; INFORMATION SYSTEMS; METEOROLOGY; NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES;

EID: 77957857382     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.04.068     Document Type: Article
Times cited : (55)

References (15)
  • 1
    • 0031867974 scopus 로고    scopus 로고
    • Weather and traffic accidents in Montreal, Canada
    • Andreescu, M. P., & Frost, D. B. (1998). Weather and traffic accidents in Montreal, Canada. Climate Research, 9, 225-230.
    • (1998) Climate Research , vol.9 , pp. 225-230
    • Andreescu, M.P.1    Frost, D.B.2
  • 2
    • 34547656102 scopus 로고    scopus 로고
    • A SVM-based cursive character recognizer
    • Camastra, F. (2007). A SVM-based cursive character recognizer. Pattern Recognition, 40(12), 3721-3727.
    • (2007) Pattern Recognition , vol.40 , Issue.12 , pp. 3721-3727
    • Camastra, F.1
  • 3
    • 33750051338 scopus 로고    scopus 로고
    • A decision support system based on support vector machines for diagnosis of the heart valve diseases
    • DOI 10.1016/j.compbiomed.2005.11.002, PII S0010482505001484
    • Comak, E., Arslan, A., & Turkoǧlu,İ. (2007). A decision support system based on support vector machines for diagnosis of the heart valve diseases. Computers in Biology and Medicine, 37(1), 21-27. (Pubitemid 44584252)
    • (2007) Computers in Biology and Medicine , vol.37 , Issue.1 , pp. 21-27
    • Comak, E.1    Arslan, A.2    Turkoglu, I.3
  • 4
    • 77957836947 scopus 로고    scopus 로고
    • Geographical information systems aided traffic accident analysis system case study: City of Afyonkarahisar
    • Erdogan, S., Yilmaz, I., Baybura, T., & Gullu, M. (2007). Geographical information systems aided traffic accident analysis system case study: City of Afyonkarahisar. Accident Analysis and Prevention.
    • (2007) Accident Analysis and Prevention
    • Erdogan, S.1    Yilmaz, I.2    Baybura, T.3    Gullu, M.4
  • 7
    • 0003495215 scopus 로고
    • California Scientific Software Press. ISBN: 1-883157-00-5
    • Lawrence, J. (1994). Introduction to neural networks. California Scientific Software Press. ISBN: 1-883157-00-5.
    • (1994) Introduction to Neural Networks
    • Lawrence, J.1
  • 8
    • 0029382592 scopus 로고
    • Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns
    • Levine, N., Kim, K. E., & Lawrence, H. N. (1995). Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns. Accident Analysis and Prevention, 27(5), 663-674.
    • (1995) Accident Analysis and Prevention , vol.27 , Issue.5 , pp. 663-674
    • Levine, N.1    Kim, K.E.2    Lawrence, H.N.3
  • 10
    • 33745746960 scopus 로고    scopus 로고
    • Validating crash locations for quantitative spatial analysis: A GIS based approach
    • Loo, B. P. Y. (2006). Validating crash locations for quantitative spatial analysis: A GIS based approach. Accident Analysis and Prevention, 38(1), 879-886.
    • (2006) Accident Analysis and Prevention , vol.38 , Issue.1 , pp. 879-886
    • Loo, B.P.Y.1
  • 13
    • 34249317613 scopus 로고    scopus 로고
    • Breast cancer diagnosis using least square support vector machine
    • (last arrived 2009
    • Polat, K., & Guneş, S. (2007). Breast cancer diagnosis using least square support vector machine. Digital Signal Processing, 17(4), 694-701. http://research.microsoft.com/≃jplatt/svm.html (last arrived 2009).
    • (2007) Digital Signal Processing , vol.17 , Issue.4 , pp. 694-701
    • Polat, K.1    Guneş, S.2
  • 14
    • 32944479820 scopus 로고    scopus 로고
    • Transferability of accident prediction models
    • Sawalha, Z., & Sayed, D. (2006). Transferability of accident prediction models. Safety Science, 44, 209-219.
    • (2006) Safety Science , vol.44 , pp. 209-219
    • Sawalha, Z.1    Sayed, D.2
  • 15
    • 0003450542 scopus 로고
    • New York: Springer, (last accessed 2009). http://www.com/Mathbits/ TISection/Statistics2/correlation.htm (last accessed 2009). www.mathworks.com (last accessed 2009)
    • Vapnik, V. (1995). The nature of statistical learning theory. New York: Springer. http://en.wikipedia.org/wiki/Binary-classification (last accessed 2009). http://www.com/Mathbits/TISection/Statistics2/correlation.htm (last accessed 2009). www.mathworks.com (last accessed 2009).
    • (1995) The Nature of Statistical Learning Theory
    • Vapnik, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.