{"id":"https://openalex.org/W4308080005","doi":"https://doi.org/10.1109/itsc55140.2022.9921857","title":"Estimating Total Traffic Volume with Statistical Modeling Approach","display_name":"Estimating Total Traffic Volume with Statistical Modeling Approach","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4308080005","doi":"https://doi.org/10.1109/itsc55140.2022.9921857"},"language":"en","primary_location":{"id":"doi:10.1109/itsc55140.2022.9921857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921857","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-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/A5049967765","display_name":"Jiawei Yong","orcid":"https://orcid.org/0009-0005-5818-7087"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jiawei Yong","raw_affiliation_strings":["InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN"],"affiliations":[{"raw_affiliation_string":"InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000781483","display_name":"Yuichi Wakabayashi","orcid":"https://orcid.org/0000-0002-8861-2954"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Wakabayashi","raw_affiliation_strings":["InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN"],"affiliations":[{"raw_affiliation_string":"InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072402992","display_name":"Akihiro Okayasu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akihiro Okayasu","raw_affiliation_strings":["Toyota Tsusho Corporation,Tokyo,JPN,108-8208"],"affiliations":[{"raw_affiliation_string":"Toyota Tsusho Corporation,Tokyo,JPN,108-8208","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025741819","display_name":"Reiji Miki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reiji Miki","raw_affiliation_strings":["Toyota Tsusho Corporation,Tokyo,JPN,108-8208"],"affiliations":[{"raw_affiliation_string":"Toyota Tsusho Corporation,Tokyo,JPN,108-8208","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113704484","display_name":"Takeyuki Sasai","orcid":"https://orcid.org/0009-0001-3230-416X"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeyuki Sasai","raw_affiliation_strings":["InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN"],"affiliations":[{"raw_affiliation_string":"InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101741317","display_name":"Masaaki Inoue","orcid":"https://orcid.org/0000-0001-6224-9416"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaaki Inoue","raw_affiliation_strings":["InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN"],"affiliations":[{"raw_affiliation_string":"InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009843586","display_name":"Shintaro Fukushima","orcid":"https://orcid.org/0000-0002-8788-5555"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shintaro Fukushima","raw_affiliation_strings":["InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN"],"affiliations":[{"raw_affiliation_string":"InfoTech, Toyota Motor Corporation,Department of Connected Advanced Development,Tokyo,JPN","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Department of Connected Advanced Development, InfoTech, Toyota Motor Corporation, Tokyo, JPN","institution_ids":["https://openalex.org/I4210137853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5049967765"],"corresponding_institution_ids":["https://openalex.org/I4210137853"],"apc_list":null,"apc_paid":null,"fwci":0.3373,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47790507,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10524","display_name":"Traffic control and management","score":0.9742000102996826,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9621000289916992,"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/detector","display_name":"Detector","score":0.6809502840042114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6421767473220825},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6240208148956299},{"id":"https://openalex.org/keywords/traffic-volume","display_name":"Traffic volume","score":0.6054826378822327},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5285728573799133},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5177194476127625},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49892663955688477},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.48149430751800537},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4711657464504242},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.46954068541526794},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.44438251852989197},{"id":"https://openalex.org/keywords/induction-loop","display_name":"Induction loop","score":0.440855473279953},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.41470950841903687},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41008153557777405},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34751397371292114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33844321966171265},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.21218740940093994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.211401104927063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1809723973274231},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.12625166773796082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1258147954940796},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1242530345916748},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11361712217330933}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6809502840042114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6421767473220825},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6240208148956299},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.6054826378822327},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5285728573799133},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5177194476127625},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49892663955688477},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.48149430751800537},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4711657464504242},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.46954068541526794},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.44438251852989197},{"id":"https://openalex.org/C8406815","wikidata":"https://www.wikidata.org/wiki/Q2163913","display_name":"Induction loop","level":3,"score":0.440855473279953},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.41470950841903687},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41008153557777405},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34751397371292114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33844321966171265},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.21218740940093994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.211401104927063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1809723973274231},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.12625166773796082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1258147954940796},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1242530345916748},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11361712217330933},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc55140.2022.9921857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921857","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4210652692","https://openalex.org/W2410941711","https://openalex.org/W2009112536","https://openalex.org/W2036225749","https://openalex.org/W2277043579","https://openalex.org/W1977647505","https://openalex.org/W2587362999","https://openalex.org/W2007277743","https://openalex.org/W4297099588","https://openalex.org/W3157260122"],"abstract_inverted_index":{"The":[0,156],"measurement":[1],"of":[2,34,54,70,143,158,169],"total":[3,24,47,94,141],"traffic":[4,25,48,95,122],"volumes":[5],"plays":[6],"a":[7,23,98,129,134],"central":[8],"role":[9],"in":[10,147,166],"modern":[11],"intelligent":[12],"transportation":[13],"systems.":[14],"In":[15],"this":[16,20,159],"study,":[17],"we":[18],"regard":[19],"issue":[21],"as":[22,116,151],"volume":[26,49,96],"estimation":[27],"task":[28],"based":[29],"on":[30],"synchronous":[31],"partial":[32],"observations":[33],"probe":[35,78],"vehicles.":[36],"Conventionally,":[37],"measurements":[38],"by":[39,73,102,163],"loop":[40,55,75],"detectors":[41,56],"have":[42],"been":[43],"used":[44],"to":[45,61,91,111,138],"collect":[46],"data.":[50],"However,":[51],"the":[52,62,68,93,104,140],"number":[53,142],"is":[57],"severely":[58],"limited":[59],"owing":[60],"high":[63],"maintenance":[64],"costs.":[65],"Therefore,":[66],"improving":[67],"feasibility":[69],"extended":[71],"estimations":[72],"combining":[74],"detector":[76],"and":[77,88,120,124,154],"vehicle":[79],"data":[80],"has":[81],"gained":[82],"attention.":[83],"We":[84,131],"propose":[85],"an":[86],"accurate":[87],"lightweight":[89],"algorithm":[90,109,137,160],"estimate":[92],"with":[97],"mixed":[99],"effect":[100],"model":[101,135,144],"leveraging":[103],"statistical":[105],"modeling":[106],"approach.":[107],"This":[108],"proposes":[110],"incorporate":[112],"various":[113,148],"factors,":[114],"such":[115,150],"road":[117,125],"type,":[118],"day":[119],"hour":[121],"frequency,":[123],"network":[126],"topology,":[127],"into":[128],"model.":[130],"further":[132],"introduce":[133],"fusion":[136],"reduce":[139],"sizes":[145],"built":[146],"areas,":[149],"cities,":[152],"states,":[153],"prefectures.":[155],"effectiveness":[157],"was":[161],"demonstrated":[162],"experiments":[164],"conducted":[165],"18":[167],"cities":[168],"Japan.":[170]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
