{"id":"https://openalex.org/W4388819920","doi":"https://doi.org/10.1109/access.2023.3334388","title":"A Framework for Travel Speed Prediction Inclusive of Service Area Dwell Times","display_name":"A Framework for Travel Speed Prediction Inclusive of Service Area Dwell Times","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388819920","doi":"https://doi.org/10.1109/access.2023.3334388"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3334388","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334388","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10322859.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10322859.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007883467","display_name":"Xu Jian Luo","orcid":"https://orcid.org/0000-0002-1258-3376"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Luo","raw_affiliation_strings":["Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101747184","display_name":"Fumin Zou","orcid":"https://orcid.org/0000-0002-4234-1861"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fumin Zou","raw_affiliation_strings":["Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China"],"raw_orcid":"https://orcid.org/0000-0002-4234-1861","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040960573","display_name":"Sijie Luo","orcid":"https://orcid.org/0000-0001-7726-7297"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sijie Luo","raw_affiliation_strings":["School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu, China","School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037691031","display_name":"Feng Guo","orcid":"https://orcid.org/0000-0002-5951-225X"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Guo","raw_affiliation_strings":["Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Fujian Key Laboratory for Automotive Electronics and Electric Drive, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Renewable Energy Technology Research Institute, Fujian University of Technology, Ningde 352000, China","institution_ids":["https://openalex.org/I83791580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2227,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48040129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"130560","last_page":"130572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":0.9988999962806702,"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":0.9984999895095825,"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/dwell-time","display_name":"Dwell time","score":0.7753340005874634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7498716711997986},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5869178175926208},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.357334703207016},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35185396671295166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12273386120796204}],"concepts":[{"id":"https://openalex.org/C151637689","wikidata":"https://www.wikidata.org/wiki/Q5318064","display_name":"Dwell time","level":2,"score":0.7753340005874634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498716711997986},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5869178175926208},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.357334703207016},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35185396671295166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12273386120796204},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3334388","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334388","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10322859.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:310449d292144f118754c46af7589ebb","is_oa":true,"landing_page_url":"https://doaj.org/article/310449d292144f118754c46af7589ebb","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":"IEEE Access, Vol 11, Pp 130560-130572 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3334388","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334388","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10322859.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2015268736","display_name":null,"funder_award_id":"2020D002","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G2036578186","display_name":null,"funder_award_id":"2023I0024","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G4571306877","display_name":null,"funder_award_id":"GY-Z20074","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G8882192494","display_name":null,"funder_award_id":"GY-Z19113","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388819920.pdf","grobid_xml":"https://content.openalex.org/works/W4388819920.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W749730418","https://openalex.org/W1678356000","https://openalex.org/W2295598076","https://openalex.org/W2333796428","https://openalex.org/W2366411382","https://openalex.org/W2385312394","https://openalex.org/W2911337763","https://openalex.org/W2912593493","https://openalex.org/W2966819461","https://openalex.org/W2991153846","https://openalex.org/W2999264139","https://openalex.org/W3012169095","https://openalex.org/W3017208336","https://openalex.org/W3044495094","https://openalex.org/W3110571625","https://openalex.org/W3120726020","https://openalex.org/W3160742770","https://openalex.org/W3195565956","https://openalex.org/W3206845671","https://openalex.org/W4206357769","https://openalex.org/W4211040970","https://openalex.org/W4280530116","https://openalex.org/W4289133745","https://openalex.org/W6703049675","https://openalex.org/W6745609711","https://openalex.org/W7042588458","https://openalex.org/W7062351392"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2898247383","https://openalex.org/W1977953789","https://openalex.org/W633869025","https://openalex.org/W4384341054","https://openalex.org/W2007903413","https://openalex.org/W2966405498","https://openalex.org/W4390507347","https://openalex.org/W3154661772","https://openalex.org/W2060480933"],"abstract_inverted_index":{"Accurate":[0],"modeling":[1],"of":[2,20,55,71,156,169,188],"travel":[3,61,111,144,175],"speeds":[4,145],"is":[5],"crucial":[6],"for":[7,37],"optimizing":[8],"roadway":[9],"management,":[10],"yet":[11],"traditional":[12],"methods":[13],"overlook":[14],"a":[15,67,72,98,181],"key":[16],"factor":[17],"the":[18,81,94,109,139,166,186],"influence":[19],"vehicle":[21],"dwell":[22,58,105,116,172],"times":[23,59,112],"in":[24,75,174],"service":[25,56,83,95,125,170],"areas.":[26,126],"This":[27,163],"oversight":[28],"introduces":[29],"bias":[30],"into":[31,60],"speed":[32,62,176],"measurements,":[33],"impairing":[34],"their":[35,104],"utility":[36],"fine-grained":[38],"traffic":[39,157],"monitoring.":[40],"To":[41],"address":[42],"this":[43],"problem,":[44],"we":[45],"propose":[46],"an":[47],"innovative":[48],"framework":[49],"that":[50,79],"integrates":[51],"machine":[52],"learning":[53],"prediction":[54,190],"area":[57,171],"calculation.":[63],"We":[64],"focus":[65],"on":[66,128],"9.3":[68],"km":[69],"segment":[70],"major":[73],"highway":[74,149],"Fujian":[76],"Province,":[77],"China":[78],"includes":[80],"Qingyunshan":[82],"area.":[84],"A":[85],"Gradient":[86],"Boosting":[87],"Decision":[88],"Tree":[89],"model":[90],"identifies":[91],"vehicles":[92],"entering":[93],"area,":[96],"while":[97],"Bayesian":[99],"Backpropagation":[100],"Neural":[101],"Network":[102],"predicts":[103],"time.":[106],"By":[107],"adjusting":[108],"overall":[110],"using":[113],"these":[114],"predicted":[115],"times,":[117],"our":[118],"approach":[119],"recovers":[120],"normal":[121],"driving":[122],"behavior":[123],"outside":[124],"Experiments":[127],"electronic":[129],"toll":[130],"collection":[131],"data":[132],"from":[133],"over":[134],"17":[135],"million":[136],"transactions":[137],"validate":[138],"framework\u2019s":[140],"effectiveness.":[141],"The":[142],"corrected":[143],"better":[146],"reflect":[147],"typical":[148],"conditions":[150],"and":[151],"enable":[152],"more":[153],"precise":[154],"assessment":[155],"state":[158],"across":[159],"multiple":[160],"time":[161,173],"horizons.":[162],"study":[164],"highlights":[165],"vital":[167],"role":[168],"modeling.":[177],"Our":[178],"solution":[179],"provides":[180],"promising":[182],"direction":[183],"to":[184],"enhance":[185],"fidelity":[187],"current":[189],"practices.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
