High accuracy crash mapping using fuzzy logic

Transportation Research Part C: Emerging Technologies

Volumn 42, Issue , 2014, Pages 107-120

  Imprialou, Maria Ioanna M ^a   Quddus, Mohammed ^a   Pitfield, David E ^a  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

Crash location; Crash mapping; Fuzzy logic; Map matching

Indexed keywords

COMPUTER CIRCUITS; MAPPING; ROADS AND STREETS;

CRASH MODELLING; FATAL CRASHES; FUZZY LOGIC INFERENCE; MAP MATCHING; MAP-MATCHING METHOD; MAPPING METHOD; ROAD SEGMENTS; STRATEGIC ROAD NETWORKS;

FUZZY LOGIC;

ACCIDENT; ACCURACY ASSESSMENT; FUZZY MATHEMATICS; MAPPING; PLANNING METHOD; STRATEGIC APPROACH; TRANSPORTATION PLANNING;

UNITED KINGDOM;

EID: 84897053792     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trc.2014.03.002     Document Type: Article

References (24)

1. Austin K. The identification of mistakes in road accident records: Part 1, Locational variables. Accid. Anal. Prevent. 1995, 27(2):261-276.
2. Bartlett J.E., Kotrlik J.W., Higgins C.C. Organizational research: determining appropriate sample size in survey research. Inform. Technol., Learn. Perform. J. 2001, 19(1):43-50.
3. Bernstein, D., Kornhauser, A., 1996. An Introduction to Map-matching for Personal Navigation Assistants (online).
4. Bíl M., Andrášik R., Janoška Z. Identification of hazardous road locations of traffic accidents by means of kernel density estimation and cluster significance evaluation. Accid. Anal. Prevent. 2013, 55:265-273. (online).
5. Department for Transport, 2011. STATS 20 - Instructions for the Completion of Road Accident Reports from non-CRASH Sources, Department for Transport, UK. https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/48824/stats20-2011.pdf.
6. Fellegi I.P., Sunter A.B. A theory for record linkage. J. Am. Stat. Associat. 1969, 40:1183-1210.
7. Highways Agency (HA), 2009. Network Management Manual, Highways Agency, Network Services, Manchester, UK. http://www.dft.gov.uk/ha/standards/nmm_rwsc/docs/nmm_part_0.pdf.
8. Kam B.H. A disaggregate approach to crash rate analysis. Accid. Anal. Prev. 2003, 35:693-709. (April 2002).
9. Karlaftis M.G., Golias I. Effects of road geometry and traffic volumes on rural roadway accident rates. Accid. Anal. Prevent. 2002, 34(3):357-365. (online).
10. Koike H., Morimoto A., Hanzawa Y., et al. Development of hazard map using GIS to reduce traffic accidents. Comput. Civil Eng. 2000, 2000:217-224.
11. Levine N., Kim K.E., Nitz L.H. Spatial analysis of honolulu motor vehicle crashes: I, Spatial patterns. Accid. Anal. Prevent. 1995, 27(5):663-674.
12. Loo B.P.Y. Validating crash locations for quantitative spatial analysis: a GIS-based approach. Accid. Anal. Prev. 2006, 38:879-886.
13. Loo B.P.Y. The identification of hazardous road locations: a comparison of the blacksite and hot zone methodologies in Hong Kong. Int. J. Sustain. Transport. 2009, 3(3):187-202.
14. MathWorks, 1999. Fuzzy Logic Toolbox User's Guide. TheMathWorks, Inc., Mail, Natick, MA.
15. Qin X., Parker S., Liu Y., et al. Intelligent geocoding system to locate traffic crashes. Accid. Anal. Prev. 2013, 50:1034-1041.
16. Quddus, M.A., 2006. High Integrity Map Matching Algorithms for Advanced Transport Telematics Applications. Ph.D thesis, Imperial College London.
17. Quddus M.A., Washington Y.O., Zhao L., et al. A general map matching algorithm for transport telematics applications. GPS Solutions 2003, 7(3):157-167.
18. Quddus M.A., Ochieng W.Y., Noland R.B. Current map-matching algorithms for transport applications: State-of-the art and future research directions. Transport. Res. Part C 2007, 15:312-328.
19. Steenberghen T., Dufays T., Thomas I., et al. Intra-urban location and clustering of road accidents using GIS: a Belgian example. Int. J. Geogr. Inform. Sci. 2004, 18(2):169-181.
20. Tarko A.P., Thomaz J., Grant D. Probabilistic determination of crash locations in a road network with imperfect data. Transport. Res. Record: J. Transport. Res. Board 2009, 2102:76-84.
21. Tegge R., Ouyang Y. Correcting erroneous crash locations in transportation safety analysis. Accid. Anal. Prev. 2009, 41:202-209.
22. Thill J. Geographic information systems for transportation in perspective. Transport. Res. Part C 2000, 8:3-12.
23. Wang C., Quddus M.a., Ison S.G. Impact of traffic congestion on road accidents: a spatial analysis of the M25 motorway in England. Accid. Anal. Prev. 2009, 41(4):798-808.
24. Zhao Y. Vehicle Location and Navigation System 1997, Artech House Inc., MA.