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Volumn , Issue , 2010, Pages 468-473

Random forest models for identifying motorway rear-end crash risks using disaggregate data

Author keywords

[No Author keywords available]

Indexed keywords

DOUBLE-LOOP; ENSEMBLE LEARNING; METEOROLOGICAL DATA; RANDOM FORESTS; REAR-END CRASHES; SPEED DIFFERENCE; SPEED VARIANCE; STUDY SITES; TIME HEADWAY; TRAFFIC DATA; TRAFFIC SITUATIONS; TWO-LANE;

EID: 78650498469     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2010.5625003     Document Type: Conference Paper
Times cited : (22)

References (16)
  • 1
    • 4344671801 scopus 로고    scopus 로고
    • Freeway safety as a function of traffic flow
    • T. F. Golob, et al., "Freeway safety as a function of traffic flow," Accident Analysis & Prevention, vol. 36, pp. 933-946, 2004.
    • (2004) Accident Analysis & Prevention , vol.36 , pp. 933-946
    • Golob, T.F.1
  • 10
    • 27144549260 scopus 로고    scopus 로고
    • Editorial: Special issue on learning from imbalanced data sets
    • N. V. Chawla, et al., "Editorial: special issue on learning from imbalanced data sets," SIGKDD Explor. Newsl., vol. 6, pp. 1-6, 2004.
    • (2004) SIGKDD Explor. Newsl. , vol.6 , pp. 1-6
    • Chawla, N.V.1
  • 11
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • L. Breiman, "Random Forests," Machine Learning, vol. 45, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 12
    • 78650489601 scopus 로고    scopus 로고
    • Regression and Classification by Bagging Decision Trees
    • Jan 22
    • T. Mathworks. Regression and Classification by Bagging Decision Trees. Matlab documentation- Statistics Toolbox, http://www.mathworks.com/access/ helpdesk/help/toolbox/stats/br0gosr-1.html, Jan 22, 2010.
    • (2010) Matlab Documentation- Statistics Toolbox
  • 14
    • 0036466705 scopus 로고    scopus 로고
    • A behavioral theory of multi-lane traffic flow. Part I: Long homogeneous freeway sections
    • C. F. Daganzo, "A behavioral theory of multi-lane traffic flow. Part I: Long homogeneous freeway sections," Transportation Research Part B: Methodological, vol. 36, pp. 131-158, 2002.
    • (2002) Transportation Research Part B: Methodological , vol.36 , pp. 131-158
    • Daganzo, C.F.1
  • 15
    • 74449090068 scopus 로고    scopus 로고
    • Long-term trends in weather-related crash risks
    • J. Andrey, "Long-term trends in weather-related crash risks," Journal of Transport Geography, vol. 18, pp. 247-258.
    • Journal of Transport Geography , vol.18 , pp. 247-258
    • Andrey, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.