{"id":"https://openalex.org/W2904393163","doi":"https://doi.org/10.1109/access.2018.2884933","title":"Hybrid Traffic Forecasting Model With Fusion of Multiple Spatial Toll Collection Data and Remote Microwave Sensor Data","display_name":"Hybrid Traffic Forecasting Model With Fusion of Multiple Spatial Toll Collection Data and Remote Microwave Sensor Data","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2904393163","doi":"https://doi.org/10.1109/access.2018.2884933","mag":"2904393163"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2884933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2884933","pdf_url":null,"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://doi.org/10.1109/access.2018.2884933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101761946","display_name":"Yinli Jin","orcid":"https://orcid.org/0000-0002-2803-8989"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinli Jin","raw_affiliation_strings":["School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","School of Electronics and Control Engineering, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056723037","display_name":"Erlong Tan","orcid":"https://orcid.org/0009-0003-0604-1823"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erlong Tan","raw_affiliation_strings":["School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","School of Electronics and Control Engineering, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361117","display_name":"Li Li","orcid":"https://orcid.org/0000-0002-1963-8587"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","School of Electronics and Control Engineering, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101698410","display_name":"Guiping Wang","orcid":"https://orcid.org/0000-0001-7184-3302"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiping Wang","raw_affiliation_strings":["School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","School of Electronics and Control Engineering, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384910","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0003-3384-4050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Toll Collection Center for Shaanxi Freeway, Xi\u2019an, China","Toll Collection Center for Shaanxi Freeway, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toll Collection Center for Shaanxi Freeway, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"Toll Collection Center for Shaanxi Freeway, Xi'an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Ping Wang","orcid":"https://orcid.org/0000-0002-5131-3459"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","School of Electronics and Control Engineering, Chang'an University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5131-3459","affiliations":[{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Electronics and Control Engineering, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"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":2.3305,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.87914154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"79211","last_page":"79221"},"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":0.9955999851226807,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7698967456817627},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.6293598413467407},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5933391451835632},{"id":"https://openalex.org/keywords/toll","display_name":"Toll","score":0.5232440829277039},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5191123485565186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40010344982147217},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09018105268478394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7698967456817627},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.6293598413467407},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5933391451835632},{"id":"https://openalex.org/C2778025104","wikidata":"https://www.wikidata.org/wiki/Q408004","display_name":"Toll","level":2,"score":0.5232440829277039},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5191123485565186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40010344982147217},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09018105268478394},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2884933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2884933","pdf_url":null,"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:ca9e5e0819524729b26ba6e114245878","is_oa":true,"landing_page_url":"https://doaj.org/article/ca9e5e0819524729b26ba6e114245878","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 6, Pp 79211-79221 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2884933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2884933","pdf_url":null,"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/G1700547796","display_name":null,"funder_award_id":"300102328205","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4142966182","display_name":null,"funder_award_id":"300102328401","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5378100170","display_name":null,"funder_award_id":"2016M600814","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8150890666","display_name":null,"funder_award_id":"51505037","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1489811887","https://openalex.org/W1902793265","https://openalex.org/W1998783746","https://openalex.org/W2004353783","https://openalex.org/W2004831545","https://openalex.org/W2005708641","https://openalex.org/W2036785686","https://openalex.org/W2045420802","https://openalex.org/W2087386265","https://openalex.org/W2090192376","https://openalex.org/W2129495343","https://openalex.org/W2136848157","https://openalex.org/W2150010190","https://openalex.org/W2165991108","https://openalex.org/W2171234954","https://openalex.org/W2175433587","https://openalex.org/W2469363366","https://openalex.org/W2510068669","https://openalex.org/W2529827714","https://openalex.org/W2573587735","https://openalex.org/W2586538484","https://openalex.org/W2593182953","https://openalex.org/W2613331518","https://openalex.org/W2734777338","https://openalex.org/W2743198946","https://openalex.org/W2743898215","https://openalex.org/W2792660917","https://openalex.org/W2793036390","https://openalex.org/W2793062606","https://openalex.org/W2793820729","https://openalex.org/W2808097153","https://openalex.org/W2810382927","https://openalex.org/W2811266961","https://openalex.org/W2847547070","https://openalex.org/W2900579074","https://openalex.org/W4244532478","https://openalex.org/W6659849045","https://openalex.org/W6752851145","https://openalex.org/W6753333617"],"related_works":["https://openalex.org/W2757240192","https://openalex.org/W592613903","https://openalex.org/W2353712315","https://openalex.org/W152632708","https://openalex.org/W588210059","https://openalex.org/W3022029543","https://openalex.org/W2359940423","https://openalex.org/W2378169260","https://openalex.org/W582981267","https://openalex.org/W2489749982"],"abstract_inverted_index":{"In":[0,25],"order":[1],"to":[2,75,85,137,170],"forecast":[3],"the":[4,22,26,30,53,60,77,87,93,108,112,116,129,139,142,162,176,179],"traffic":[5,19,172],"flow":[6],"more":[7,123,134],"precisely,":[8],"a":[9,145],"novel":[10],"hybrid":[11,57,94,109],"model":[12,110,131,147],"is":[13,69,83],"proposed":[14,31],"with":[15],"multiple":[16,33],"sources":[17,34],"of":[18,29,35,62,92,107,144,158,161,178],"data":[20,36,102,114,121,135,163],"in":[21,156],"spatiotemporal":[23],"dimension.":[24],"practical":[27],"application":[28],"model,":[32,58,95,97],"are":[37,73,103],"captured":[38],"and":[39,46,65,100,111,174],"fused":[40,98,113,120],"from":[41],"five":[42],"toll":[43],"collection":[44],"gates":[45],"one":[47],"remote":[48],"microwave":[49],"sensor":[50],"based":[51],"on":[52],"correlation":[54],"analysis.":[55],"A":[56],"including":[59],"structure":[61],"stacked":[63],"autoencoders":[64,72],"long":[66],"short-term":[67,81],"memory,":[68],"used.":[70],"Stacked":[71],"used":[74,84],"extract":[76],"spatial":[78],"features.":[79,89],"Long":[80],"memory":[82],"learn":[86],"temporal":[88],"The":[90,105,119,165],"comparisons":[91],"non-hybrid":[96],"data,":[99],"non-fused":[101],"provided.":[104],"effectiveness":[106],"demonstrated":[115],"best":[117],"performance.":[118],"presented":[122],"effective":[124],"forecast,":[125],"which":[126],"encourages":[127],"that":[128],"forecasting":[130,154],"could":[132,168],"include":[133],"source":[136],"improve":[138],"accuracy.":[140],"Meanwhile,":[141],"selection":[143],"suitable":[146],"should":[148],"also":[149],"be":[150],"studied":[151],"for":[152],"better":[153],"result":[155],"consideration":[157],"difference":[159],"feature":[160],"source.":[164],"high-accuracy":[166],"prediction":[167],"contribute":[169],"further":[171],"control":[173],"prompt":[175],"development":[177],"intelligent":[180],"transport":[181],"system.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}