{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T05:27:01Z","timestamp":1791178021811,"version":"4.1.0"},"reference-count":30,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2013,9,1]],"date-time":"2013-09-01T00:00:00Z","timestamp":1377993600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Accident Analysis & Prevention"],"published-print":{"date-parts":[[2013,9]]},"DOI":"10.1016\/j.aap.2012.12.026","type":"journal-article","created":{"date-parts":[[2013,1,29]],"date-time":"2013-01-29T20:16:55Z","timestamp":1359490615000},"page":"340-345","source":"Crossref","is-referenced-by-count":31,"special_numbering":"C","title":["Critical power two wheeler driving patterns at the emergence of an incident"],"prefix":"10.1016","volume":"58","author":[{"given":"Eleni I.","family":"Vlahogianni","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"George","family":"Yannis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John C.","family":"Golias","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.aap.2012.12.026_bib0005","series-title":"2BESAFE Project","article-title":"Literature review of data analysis for naturalistic driving study, deliverable 4, December","author":"2BESAFE","year":"2009"},{"key":"10.1016\/j.aap.2012.12.026_bib0010","series-title":"2BESAFE Project","article-title":"Design of a naturalistic riding study-Implementation plan, Deliverable 5 of work package 2.2","author":"2BESAFE","year":"2010"},{"key":"10.1016\/j.aap.2012.12.026_bib0015","series-title":"Outliers in Statistical Data","author":"Barnett","year":"1994"},{"issue":"5","key":"10.1016\/j.aap.2012.12.026_bib0020","doi-asserted-by":"crossref","first-page":"482","DOI":"10.1016\/j.trb.2007.10.003","article-title":"Predicting traffic flow using Bayesian networks","volume":"42","author":"Castillo","year":"2008","journal-title":"Transportation Research Part B: Methodological"},{"issue":"4","key":"10.1016\/j.aap.2012.12.026_bib0025","first-page":"50","article-title":"Bayesian networks without tears","volume":"12","author":"Charniak","year":"1991","journal-title":"AI Magazine"},{"issue":"3","key":"10.1016\/j.aap.2012.12.026_bib0030","doi-asserted-by":"crossref","first-page":"983","DOI":"10.1016\/j.aap.2010.11.025","article-title":"Speeding for fun? Exploring the speeding behavior of riders of heavy motorcycles using the theory of planned behavior and psychological flow theory","volume":"43","author":"Chen","year":"2011","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0035","doi-asserted-by":"crossref","first-page":"963","DOI":"10.1016\/j.aap.2009.05.013","article-title":"Personality safety attitudes and risky driving behaviors\u2014evidence from young Taiwanese motorcyclists","volume":"41","author":"Chen","year":"2009","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0040","doi-asserted-by":"crossref","unstructured":"Cheng, J., Greiner, R., 2001. Learning Bayesian Belief Network Classifiers: Algorithms and System, AI 2001. LNAI 2056, pp. 141\u2013151.","DOI":"10.1007\/3-540-45153-6_14"},{"issue":"6","key":"10.1016\/j.aap.2012.12.026_bib0045","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1076\/vesd.37.6.423.3523","article-title":"A motorcycle multi-body model for real time simulations based on the natural coordinates approach","volume":"37","author":"Cossalter","year":"2002","journal-title":"Vehicle System Dynamics"},{"key":"10.1016\/j.aap.2012.12.026_bib0050","series-title":"Andr\u00e1s Csepinszky, ERTICO \u2013 ITS Europe, ITS World Congress","article-title":"An operational perspective on the organisation of large scale field operational tests of intelligent vehicles","author":"Csepinszky","year":"2010"},{"key":"10.1016\/j.aap.2012.12.026_bib0055","first-page":"1","article-title":"Maximum likelihood from incomplete data via the EM algorithm","volume":"B39","author":"Dempster","year":"1977","journal-title":"Journal of the Royal Statistical Society"},{"key":"10.1016\/j.aap.2012.12.026_bib0060","series-title":"Field opErationalteStsupporT Action (FESTA) \u2013 D2.4 Data analysis and modelling, FESTA Project","author":"FESTA","year":"2008"},{"key":"10.1016\/j.aap.2012.12.026_bib0065","series-title":"Machine Learning, vol. 29","article-title":"Bayesian network classifiers","author":"Friedman","year":"1997"},{"key":"10.1016\/j.aap.2012.12.026_bib0070","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.aap.2004.12.005","article-title":"Exposure survey of motorcyclists in new South Wales","volume":"37","author":"Harrison","year":"2005","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0075","series-title":"Proceedings of the 10th IEEE International Conference on Intelligent Transportation Systems (ITSC\u201907)","article-title":"Motorcycle dynamic model synthesis for two wheeled driving simulator","author":"Hima","year":"2007"},{"key":"10.1016\/j.aap.2012.12.026_bib0080","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1016\/S0001-4575(02)00039-8","article-title":"A behavioral comparison between motorcyclists and a matched group of non-motorcycling car drivers: factors influencing accident risk","volume":"35","author":"Horswill","year":"2003","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0085","series-title":"Bayesian Networks and Decision Graphs","author":"Jensen","year":"2001"},{"key":"10.1016\/j.aap.2012.12.026_bib0090","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1016\/S0001-4575(00)00085-3","article-title":"Sensation seeking risky driving and behavioral adaptation","volume":"33","author":"Jonah","year":"2001","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0095","series-title":"TRB 90th Annual Meeting Compendium of Papers DVD","article-title":"Naturalistic driving event data analysis: omitted variable bias and multilevel modeling approaches","author":"Jovanis","year":"2011"},{"issue":"4","key":"10.1016\/j.aap.2012.12.026_bib0100","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1016\/j.trf.2009.04.003","article-title":"Hazard perception abilities of experienced and novice motorcyclists: an interactive simulator experiment","volume":"12","author":"Liu","year":"2009","journal-title":"Transportation Research Part F"},{"key":"10.1016\/j.aap.2012.12.026_bib0105","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/0001-4575(94)00041-J","article-title":"Statistical analysis of motorcyclists\u2019 perceived accident risk","volume":"27","author":"Mannering","year":"1995","journal-title":"Accident Analysis and Prevention"},{"key":"10.1016\/j.aap.2012.12.026_bib0110","series-title":"American Control Conference","article-title":"Design of a new motorcycle riding simulator: open-loop tests","author":"Nehaoua","year":"2007"},{"key":"10.1016\/j.aap.2012.12.026_bib0115","unstructured":"NHTSA, 2006. The 100-Car Naturalistic Driving Study Phase II\u2013Results of the 100-Car Field Experiment, www.nhtsa.dot.gov, USA."},{"key":"10.1016\/j.aap.2012.12.026_bib0120","doi-asserted-by":"crossref","unstructured":"Regan, M., Triggs, T., Young, K., Tomasevic, N., Mitsopoulos, E., Stephan, K., Tingvall, C., 2006. On-road evaluation of intelligent speed adaptation, following distance warning and Seatbelt Reminder Systems: final results of the TAC SafeCar project, Monash University Accident Research Centre, Report No. 253.","DOI":"10.1049\/ip-its:20055010"},{"key":"10.1016\/j.aap.2012.12.026_bib0125","series-title":"A Foundation for Safer Driving","author":"SHRP2","year":"2011"},{"key":"10.1016\/j.aap.2012.12.026_bib0130","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3141\/2178-01","article-title":"Freeway operations spatio-temporal incident characteristics, and secondary-crash occurrence","volume":"2778","author":"Vlahogianni","year":"2010","journal-title":"Transportation Research Record: Journal of the Transportation Research Board"},{"issue":"3","key":"10.1016\/j.aap.2012.12.026_bib0135","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1016\/j.trf.2012.02.002","article-title":"Bayesian modeling of the microscopic traffic characteristics of overtaking in two-lane highways","volume":"15","author":"Vlahogianni","year":"2012","journal-title":"Transportation Research Part F: Traffic Psychology and Behavior"},{"issue":"6","key":"10.1016\/j.aap.2012.12.026_bib0140","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.trc.2007.07.003","article-title":"Statistical characteristics of transitional queue conditions in signalized arterials","volume":"15","author":"Vlahogianni","year":"2007","journal-title":"Transportation Research Part C"},{"key":"10.1016\/j.aap.2012.12.026_bib0145","series-title":"Proceedings of the 3rd International Conference on Road Safety and Simulation (RSS2011), September 14\u201316","article-title":"Identifying riding profiles parameters from high resolution naturalistic riding data","author":"Vlahogianni","year":"2011"},{"issue":"2","key":"10.1016\/j.aap.2012.12.026_bib0150","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/j.aap.2004.10.003","article-title":"Driver age and vehicle engine size effects on fault and severity in young motorcyclists accidents","volume":"37","author":"Yannis","year":"2005","journal-title":"Accident Analysis and Prevention"}],"container-title":["Accident Analysis & Prevention"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001457512004484?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001457512004484?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T00:50:22Z","timestamp":1562633422000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0001457512004484"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9]]},"references-count":30,"alternative-id":["S0001457512004484"],"URL":"https:\/\/doi.org\/10.1016\/j.aap.2012.12.026","relation":{},"ISSN":["0001-4575"],"issn-type":[{"value":"0001-4575","type":"print"}],"subject":[],"published":{"date-parts":[[2013,9]]}}}