{"id":"https://openalex.org/W2108819903","doi":"https://doi.org/10.1080/15472450.2014.893736","title":"Intelligent Algorithms for Reducing Short-Term Traffic State Prediction Error in Active Traffic Management","display_name":"Intelligent Algorithms for Reducing Short-Term Traffic State Prediction Error in Active Traffic Management","publication_year":2014,"publication_date":"2014-02-21","ids":{"openalex":"https://openalex.org/W2108819903","doi":"https://doi.org/10.1080/15472450.2014.893736","mag":"2108819903"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2014.893736","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2014.893736","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1024-8072","issn":["1024-8072","1027-751X","1547-2442","1547-2450","1563-5082"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","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/A5103043899","display_name":"Jie Fang","orcid":"https://orcid.org/0000-0002-1453-827X"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CA","CN"],"is_corresponding":true,"raw_author_name":"Jie Fang","raw_affiliation_strings":["College of Civil Engineering, Fuzhou University, Fu Jian, China","University of Alberta, Edmonton, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Fuzhou University, Fu Jian, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jing Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Jin","raw_affiliation_strings":["Department of Civil, Architectural, and Environmental Engineering, University of Texas at Austin, Austin, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Architectural, and Environmental Engineering, University of Texas at Austin, Austin, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103043899"],"corresponding_institution_ids":["https://openalex.org/I154425047","https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":0.7662,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80951011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"19","issue":"3","first_page":"304","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.7038195133209229},{"id":"https://openalex.org/keywords/speed-limit","display_name":"Speed limit","score":0.6170034408569336},{"id":"https://openalex.org/keywords/microscopic-traffic-flow-model","display_name":"Microscopic traffic flow model","score":0.551501989364624},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4682529866695404},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4615921974182129},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.44350534677505493},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4256800711154938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42266589403152466},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41703590750694275},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3931988775730133},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39265769720077515},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.37227851152420044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3489633798599243},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.3202098608016968},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.2631329894065857},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15384912490844727},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10028547048568726}],"concepts":[{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.7038195133209229},{"id":"https://openalex.org/C2780210587","wikidata":"https://www.wikidata.org/wiki/Q1077350","display_name":"Speed limit","level":2,"score":0.6170034408569336},{"id":"https://openalex.org/C205269179","wikidata":"https://www.wikidata.org/wiki/Q17144160","display_name":"Microscopic traffic flow model","level":3,"score":0.551501989364624},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4682529866695404},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4615921974182129},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.44350534677505493},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4256800711154938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42266589403152466},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41703590750694275},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3931988775730133},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39265769720077515},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.37227851152420044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3489633798599243},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.3202098608016968},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2631329894065857},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15384912490844727},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10028547048568726},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15472450.2014.893736","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2014.893736","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1024-8072","issn":["1024-8072","1027-751X","1547-2442","1547-2450","1563-5082"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W63101075","https://openalex.org/W183741211","https://openalex.org/W1600175910","https://openalex.org/W1966166193","https://openalex.org/W1989366486","https://openalex.org/W1995264798","https://openalex.org/W1996067863","https://openalex.org/W2014346895","https://openalex.org/W2028400196","https://openalex.org/W2032549372","https://openalex.org/W2037141248","https://openalex.org/W2039211048","https://openalex.org/W2074423942","https://openalex.org/W2079958712","https://openalex.org/W2093921901","https://openalex.org/W2095797625","https://openalex.org/W2097455706","https://openalex.org/W2106355821","https://openalex.org/W2114940936","https://openalex.org/W2137270647","https://openalex.org/W2160400057","https://openalex.org/W2166662814","https://openalex.org/W3217143714","https://openalex.org/W6602586200"],"related_works":["https://openalex.org/W2949342750","https://openalex.org/W2009444753","https://openalex.org/W1566835652","https://openalex.org/W3215119669","https://openalex.org/W2742882373","https://openalex.org/W2088310849","https://openalex.org/W2135928246","https://openalex.org/W2108819903","https://openalex.org/W2363280894","https://openalex.org/W2060718482"],"abstract_inverted_index":{"Macroscopic":[0],"traffic":[1,93],"flow":[2,94,99],"models":[3,22,35,61],"have":[4,36,90],"been":[5],"widely":[6],"used":[7],"to":[8,38,77,86,128,141,162],"provide":[9],"reliable":[10],"prediction":[11,34],"inputs":[12],"for":[13],"active":[14],"transportation":[15],"and":[16,26,55,101,113,136],"demand":[17],"management":[18],"(ATDM).":[19],"The":[20,103,181],"representative":[21],"include":[23],"METANET,":[24],"FREFLOW,":[25],"KRONOS.":[27],"In":[28],"recent":[29],"development":[30],"of":[31,44,133,145,166,177],"ATDM,":[32],"METANET-based":[33],"started":[37],"more":[39],"attention":[40],"with":[41,80],"their":[42],"convenience":[43],"formulating":[45],"several":[46,138],"important":[47],"macroscopic":[48,92],"control":[49],"variables,":[50],"such":[51,96],"as":[52,97],"speed":[53,100,168],"limit":[54],"ramp":[56],"flow.":[57],"However,":[58],"applying":[59,158],"METANET":[60,146,171],"on":[62],"real-world":[63],"observations":[64],"(e.g.,":[65],"loop":[66,188],"detector":[67,189],"data)":[68],"may":[69],"experience":[70],"significant":[71],"performance":[72,144],"issues,":[73],"especially":[74],"when":[75],"applied":[76],"a":[78],"corridor":[79,194],"heterogeneous":[81,149],"links.":[82,150],"Heterogeneous":[83],"links":[84,88],"refer":[85],"adjacent":[87],"that":[89,157],"different":[91],"characteristics":[95],"free":[98],"capacity.":[102],"heterogeneity":[104,179],"is":[105,152],"usually":[106],"caused":[107],"by":[108],"changes":[109],"in":[110,118,154,170,195],"road":[111],"geometry":[112],"environment,":[114],"which":[115],"commonly":[116],"exist":[117],"urban":[119],"freeway":[120],"networks.":[121],"This":[122],"article":[123,156],"provides":[124],"an":[125],"in-depth":[126],"study":[127],"investigate":[129],"the":[130,143,163,167,175],"error":[131],"mechanism":[132],"this":[134,155],"problem":[135],"proposes":[137],"effective":[139],"methods":[140],"improve":[142],"model":[147],"over":[148],"It":[151],"found":[153],"some":[159],"dynamic":[160],"formulations":[161],"convention":[164],"term":[165],"equation":[169],"can":[172],"significantly":[173],"reduce":[174],"impact":[176],"link":[178],"issue.":[180],"proposed":[182],"method":[183],"was":[184],"evaluated":[185],"using":[186],"field":[187],"data":[190],"collected":[191],"at":[192],"I-894":[193],"Milwaukee,":[196],"WI.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}