{"id":"https://openalex.org/W2093961844","doi":"https://doi.org/10.1016/j.trb.2007.10.003","title":"Predicting traffic flow using Bayesian networks","display_name":"Predicting traffic flow using Bayesian networks","publication_year":2007,"publication_date":"2007-12-06","ids":{"openalex":"https://openalex.org/W2093961844","doi":"https://doi.org/10.1016/j.trb.2007.10.003","mag":"2093961844"},"language":"en","primary_location":{"id":"doi:10.1016/j.trb.2007.10.003","doi":"https://doi.org/10.1016/j.trb.2007.10.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.trb.2007.10.003","pdf_url":null,"source":{"id":"https://openalex.org/S96305778","display_name":"Transportation Research Part B Methodological","issn_l":"0191-2615","issn":["0191-2615","1879-2367"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Part B: Methodological","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102889648","display_name":"Enrique Castillo","orcid":"https://orcid.org/0000-0002-8570-0844","observed_orcids":["https://orcid.org/0000-0002-8570-0844"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Enrique Castillo","raw_affiliation_strings":["Department of Applied Mathematics and Computational Sciences, University of Cantabria, 39005 Santander, Spain","Dept. of Applied Mathematics and Computational Sciences, University of Cantabria, 39005 Santander, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computational Sciences, University of Cantabria, 39005 Santander, Spain","institution_ids":["https://openalex.org/I13134134"]},{"raw_affiliation_string":"Dept. of Applied Mathematics and Computational Sciences, University of Cantabria, 39005 Santander, Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103529523","display_name":"Jos\u00e9 Mar\u00eda Men\u00e9ndez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mar\u00eda Men\u00e9ndez","raw_affiliation_strings":["Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain","Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain#TAB#","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077365381","display_name":"Santos S\u00e1nchez\u2010Cambronero","orcid":"https://orcid.org/0000-0002-6937-8189","observed_orcids":["https://orcid.org/0000-0002-6937-8189"]},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santos S\u00e1nchez-Cambronero","raw_affiliation_strings":["Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain","Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Castilla La Mancha, 13071 Ciudad Real, Spain#TAB#","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102889648"],"corresponding_institution_ids":["https://openalex.org/I13134134"],"apc_list":{"value":3810,"currency":"USD","value_usd":3810},"apc_paid":null,"fwci":16.1362,"has_fulltext":false,"cited_by_count":218,"citation_normalized_percentile":{"value":0.98654912,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"42","issue":"5","first_page":"482","last_page":"509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.7124000191688538,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.7124000191688538,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.19059999287128448,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.04470000043511391,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/traffic-flow-prediction","display_name":"traffic flow prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/bayesian-networks","display_name":"Bayesian networks","score":0.9929999709129333},{"id":"https://openalex.org/keywords/origin-destination-pairs","display_name":"origin-destination pairs","score":0.9269999861717224},{"id":"https://openalex.org/keywords/link-flows","display_name":"link flows","score":0.8349999785423279},{"id":"https://openalex.org/keywords/traffic-assignment","display_name":"traffic assignment","score":0.49900001287460327},{"id":"https://openalex.org/keywords/stochastic-user-equilibrium","display_name":"stochastic user equilibrium","score":0.9070000052452087},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"traffic congestion","score":0.6510000228881836},{"id":"https://openalex.org/keywords/measurement-error","display_name":"measurement error","score":0.7509999871253967},{"id":"https://openalex.org/keywords/joint-probability-density-function","display_name":"joint probability density function","score":0.3659999966621399},{"id":"https://openalex.org/keywords/probability-intervals","display_name":"probability intervals","score":0.515999972820282}],"concepts":[{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6637155413627625},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6054063439369202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5645849704742432},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5481827259063721},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.48448750376701355},{"id":"https://openalex.org/C113804518","wikidata":"https://www.wikidata.org/wiki/Q17097358","display_name":"Traffic equations","level":4,"score":0.48175883293151855},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.4728013873100281},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.46646416187286377},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.45933428406715393},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.3170391917228699},{"id":"https://openalex.org/C25492975","wikidata":"https://www.wikidata.org/wiki/Q960570","display_name":"Traffic congestion reconstruction with Kerner's three-phase theory","level":3,"score":0.3069259524345398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29330840706825256},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2400609254837036},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2110232710838318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16472679376602173},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12329119443893433},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10036951303482056},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.trb.2007.10.003","doi":"https://doi.org/10.1016/j.trb.2007.10.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.trb.2007.10.003","pdf_url":null,"source":{"id":"https://openalex.org/S96305778","display_name":"Transportation Research Part B Methodological","issn_l":"0191-2615","issn":["0191-2615","1879-2367"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Part B: Methodological","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:transb:v:42:y:2008:i:5:p:482-509","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0191-2615(07)00130-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"},{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3761984974","display_name":null,"funder_award_id":"BIA2005-07802-C02-01","funder_id":"https://openalex.org/F4320323737","funder_display_name":"Ministerio de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320320177","display_name":"US-UK Fulbright Commission","ror":"https://ror.org/037nbwt68"},{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W291791112","https://openalex.org/W577808295","https://openalex.org/W775054510","https://openalex.org/W1516271234","https://openalex.org/W1542473770","https://openalex.org/W1563690153","https://openalex.org/W1592593575","https://openalex.org/W1755360231","https://openalex.org/W1970202913","https://openalex.org/W1970988048","https://openalex.org/W1972180777","https://openalex.org/W1974761862","https://openalex.org/W1975006524","https://openalex.org/W1978304080","https://openalex.org/W1984567898","https://openalex.org/W1991593648","https://openalex.org/W1991704836","https://openalex.org/W1995315381","https://openalex.org/W1996212582","https://openalex.org/W2014746566","https://openalex.org/W2019663200","https://openalex.org/W2028893095","https://openalex.org/W2030957243","https://openalex.org/W2038218627","https://openalex.org/W2038606782","https://openalex.org/W2039423859","https://openalex.org/W2041349827","https://openalex.org/W2044807855","https://openalex.org/W2053512085","https://openalex.org/W2054089173","https://openalex.org/W2060140077","https://openalex.org/W2063698478","https://openalex.org/W2065881384","https://openalex.org/W2074871402","https://openalex.org/W2075004209","https://openalex.org/W2081152624","https://openalex.org/W2081912688","https://openalex.org/W2088955532","https://openalex.org/W2098128908","https://openalex.org/W2130416410","https://openalex.org/W2131448191","https://openalex.org/W2136915294","https://openalex.org/W2137632579","https://openalex.org/W2137832450","https://openalex.org/W2142886676","https://openalex.org/W2145039203","https://openalex.org/W2145092581","https://openalex.org/W2159080219","https://openalex.org/W2160104771","https://openalex.org/W2160476305","https://openalex.org/W2160544196","https://openalex.org/W2161369142","https://openalex.org/W2172283478","https://openalex.org/W2266946488","https://openalex.org/W2963855704","https://openalex.org/W4213280478","https://openalex.org/W4230727635","https://openalex.org/W4234997161","https://openalex.org/W4248373945","https://openalex.org/W4285719527","https://openalex.org/W4299670631","https://openalex.org/W6608443197","https://openalex.org/W6654184062","https://openalex.org/W6683608171"],"related_works":["https://openalex.org/W2364324966","https://openalex.org/W1603516291","https://openalex.org/W2145039203","https://openalex.org/W2090820365","https://openalex.org/W2306055086","https://openalex.org/W2075632737","https://openalex.org/W2116027862","https://openalex.org/W1824823925","https://openalex.org/W2122317926","https://openalex.org/W3114962046"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":11}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}