{"id":"https://openalex.org/W2462308570","doi":"https://doi.org/10.3390/s16071084","title":"Hazardous Traffic Event Detection Using Markov Blanket and Sequential Minimal Optimization (MB-SMO)","display_name":"Hazardous Traffic Event Detection Using Markov Blanket and Sequential Minimal Optimization (MB-SMO)","publication_year":2016,"publication_date":"2016-07-13","ids":{"openalex":"https://openalex.org/W2462308570","doi":"https://doi.org/10.3390/s16071084","mag":"2462308570","pmid":"https://pubmed.ncbi.nlm.nih.gov/27420073"},"language":"en","primary_location":{"id":"doi:10.3390/s16071084","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16071084","pdf_url":"https://www.mdpi.com/1424-8220/16/7/1084/pdf?version=1468412349","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/16/7/1084/pdf?version=1468412349","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059859011","display_name":"Lixin Yan","orcid":"https://orcid.org/0000-0002-6643-1503"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Lixin Yan","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA","Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020767316","display_name":"Yishi Zhang","orcid":"https://orcid.org/0000-0001-6269-1239"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yishi Zhang","raw_affiliation_strings":["Management School, Jinan University, Guangzhou 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, Jinan University, Guangzhou 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211442","display_name":"Yi He","orcid":"https://orcid.org/0000-0002-3005-6772"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi He","raw_affiliation_strings":["Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076021461","display_name":"Song Gao","orcid":"https://orcid.org/0000-0002-5742-6796"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Gao","raw_affiliation_strings":["Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038351472","display_name":"Dunyao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunyao Zhu","raw_affiliation_strings":["Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060394098","display_name":"Bin Ran","orcid":"https://orcid.org/0000-0002-5464-0930"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bin Ran","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049740741","display_name":"Qing Wu","orcid":"https://orcid.org/0000-0002-1435-6556"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Wu","raw_affiliation_strings":["Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Transportation Safety, Ministry of Education, Wuhan 430063, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Intelligent Transport Systems Research Center, Wuhan University of Technology, Wuhan 430063, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062211442"],"corresponding_institution_ids":["https://openalex.org/I196699116","https://openalex.org/I4210127216"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.1522,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90495646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"16","issue":"7","first_page":"1084","last_page":"1084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5975955128669739},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.556796133518219},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5504480600357056},{"id":"https://openalex.org/keywords/hazardous-waste","display_name":"Hazardous waste","score":0.5239368081092834},{"id":"https://openalex.org/keywords/brake","display_name":"Brake","score":0.496991902589798},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4867744445800781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4842221736907959},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.42837095260620117},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3378661274909973},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3300311863422394},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.29781824350357056},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17685410380363464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09805363416671753}],"concepts":[{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5975955128669739},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.556796133518219},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5504480600357056},{"id":"https://openalex.org/C22507642","wikidata":"https://www.wikidata.org/wiki/Q1069369","display_name":"Hazardous waste","level":2,"score":0.5239368081092834},{"id":"https://openalex.org/C2780999251","wikidata":"https://www.wikidata.org/wiki/Q17022503","display_name":"Brake","level":2,"score":0.496991902589798},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4867744445800781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4842221736907959},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.42837095260620117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3378661274909973},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3300311863422394},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.29781824350357056},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17685410380363464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09805363416671753},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s16071084","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16071084","pdf_url":"https://www.mdpi.com/1424-8220/16/7/1084/pdf?version=1468412349","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:27420073","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27420073","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:d63d657bae6c498397cdb7ad63a40272","is_oa":true,"landing_page_url":"https://doaj.org/article/d63d657bae6c498397cdb7ad63a40272","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 16, Iss 7, p 1084 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/16/7/1084/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s16071084","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 16; Issue 7; Pages: 1084","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4970130","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4970130","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s16071084","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16071084","pdf_url":"https://www.mdpi.com/1424-8220/16/7/1084/pdf?version=1468412349","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3299738919","display_name":null,"funder_award_id":"61273234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4841357226","display_name":null,"funder_award_id":"51178364","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5026238275","display_name":null,"funder_award_id":"61104158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320324116","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17"},{"id":"https://openalex.org/F4320324638","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2462308570.pdf","grobid_xml":"https://content.openalex.org/works/W2462308570.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1512098439","https://openalex.org/W1547343312","https://openalex.org/W1972269447","https://openalex.org/W1972997465","https://openalex.org/W1973934431","https://openalex.org/W1977786118","https://openalex.org/W1979874437","https://openalex.org/W1981655153","https://openalex.org/W1985609359","https://openalex.org/W1991976535","https://openalex.org/W1996236719","https://openalex.org/W1998440571","https://openalex.org/W2007148824","https://openalex.org/W2008122190","https://openalex.org/W2008878088","https://openalex.org/W2013861913","https://openalex.org/W2017979044","https://openalex.org/W2020973327","https://openalex.org/W2022803262","https://openalex.org/W2024184642","https://openalex.org/W2030006306","https://openalex.org/W2044289181","https://openalex.org/W2044407087","https://openalex.org/W2059386649","https://openalex.org/W2066388676","https://openalex.org/W2071522380","https://openalex.org/W2072249284","https://openalex.org/W2102077450","https://openalex.org/W2114211380","https://openalex.org/W2120450109","https://openalex.org/W2121596444","https://openalex.org/W2123774149","https://openalex.org/W2139714873","https://openalex.org/W2156017603","https://openalex.org/W2160595088","https://openalex.org/W2161642932","https://openalex.org/W2169574943","https://openalex.org/W2170130593","https://openalex.org/W4229726281","https://openalex.org/W6678456355"],"related_works":["https://openalex.org/W1503780849","https://openalex.org/W2006893645","https://openalex.org/W164591511","https://openalex.org/W2968920050","https://openalex.org/W1540139279","https://openalex.org/W1567845959","https://openalex.org/W2102301225","https://openalex.org/W2386594175","https://openalex.org/W188937797","https://openalex.org/W4254120733"],"abstract_inverted_index":{"The":[0,47,118,166,206],"ability":[1],"to":[2,62,77,96,174],"identify":[3,78],"hazardous":[4,26,69,79,163],"traffic":[5,27,70,80,116,164],"events":[6,28],"is":[7,52,60,75],"already":[8],"considered":[9],"as":[10],"one":[11],"of":[12,21,49,115,128,133,139,146,151,182,202,215,223],"the":[13,19,55,64,125,130,136,144,148,154,176,180,194,203,213,221],"most":[14],"effective":[15],"solutions":[16],"for":[17,112,212],"reducing":[18],"occurrence":[20],"crashes.":[22],"Only":[23],"certain":[24],"particular":[25],"have":[29,159],"been":[30],"studied":[31],"in":[32,103,156,200],"previous":[33],"studies,":[34],"which":[35],"were":[36,94,110],"mainly":[37],"based":[38],"on":[39,162],"dedicated":[40],"video":[41],"stream":[42],"data":[43,109],"and":[44,87,106,153,179,220],"GPS":[45],"data.":[46,90],"objective":[48],"this":[50],"study":[51],"twofold:":[53],"(1)":[54],"Markov":[56],"blanket":[57],"(MB)":[58],"algorithm":[59,171,196],"employed":[61],"extract":[63],"main":[65],"factors":[66],"associated":[67],"with":[68,190],"events;":[71],"(2)":[72],"a":[73,99,122],"model":[74],"developed":[76],"event":[81],"using":[82],"driving":[83,101],"characteristics,":[84],"vehicle":[85,88],"trajectory,":[86],"position":[89],"Twenty-two":[91],"licensed":[92],"drivers":[93],"recruited":[95],"carry":[97],"out":[98],"natural":[100],"experiment":[102],"Wuhan,":[104],"China,":[105],"multi-sensor":[107],"information":[108],"collected":[111],"different":[113],"types":[114],"events.":[117,165],"results":[119],"indicated":[120],"that":[121],"vehicle's":[123],"speed,":[124,129],"standard":[126,131,137,149],"deviation":[127,132,138,150],"skin":[134],"conductance,":[135],"brake":[140],"pressure,":[141],"turn":[142],"signal,":[143],"acceleration":[145,155],"steering,":[147],"acceleration,":[152],"Z":[157],"(G)":[158],"significant":[160],"influences":[161],"sequential":[167],"minimal":[168],"optimization":[169],"(SMO)":[170],"was":[172,184,197],"adopted":[173],"build":[175],"identification":[177],"model,":[178],"accuracy":[181],"prediction":[183,204],"higher":[185],"than":[186],"86%.":[187],"Moreover,":[188],"compared":[189],"other":[191],"detection":[192],"algorithms,":[193],"MB-SMO":[195],"ranked":[198],"best":[199],"terms":[201],"accuracy.":[205],"conclusions":[207],"can":[208],"provide":[209],"reference":[210],"evidence":[211],"development":[214],"dangerous":[216],"situation":[217],"warning":[218],"products":[219],"design":[222],"intelligent":[224],"vehicles.":[225]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
