{"id":"https://openalex.org/W4308080895","doi":"https://doi.org/10.1109/itsc55140.2022.9921799","title":"A Large-Scale and Data-Based Road Traffic Flow Estimation Method Leveraging Topography Information and Population Statistics","display_name":"A Large-Scale and Data-Based Road Traffic Flow Estimation Method Leveraging Topography Information and Population Statistics","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4308080895","doi":"https://doi.org/10.1109/itsc55140.2022.9921799"},"language":"en","primary_location":{"id":"doi:10.1109/itsc55140.2022.9921799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921799","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/A5024044320","display_name":"Mohamed Laraki","orcid":"https://orcid.org/0000-0003-2972-5673"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mohamed Laraki","raw_affiliation_strings":["IFP Energies nouvelles,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058644490","display_name":"Giovanni De Nunzio","orcid":"https://orcid.org/0000-0003-1179-8735"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giovanni De Nunzio","raw_affiliation_strings":["IFP Energies nouvelles,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052054852","display_name":"Bassel Othman","orcid":"https://orcid.org/0000-0002-2645-9755"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bassel Othman","raw_affiliation_strings":["IFP Energies nouvelles,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024044320"],"corresponding_institution_ids":["https://openalex.org/I265217849"],"apc_list":null,"apc_paid":null,"fwci":1.6864,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84697218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2343","last_page":"2349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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"}},"topics":[{"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/T10524","display_name":"Traffic control and management","score":0.9962000250816345,"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":0.9898999929428101,"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/computer-science","display_name":"Computer science","score":0.7095783948898315},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.6066281795501709},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5188835263252258},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5090317726135254},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48455825448036194},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4529503881931305},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4496696889400482},{"id":"https://openalex.org/keywords/traffic-engineering","display_name":"Traffic engineering","score":0.42537468671798706},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.4211358428001404},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3743148446083069},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1748179793357849},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1568145453929901},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14236503839492798},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.118949294090271},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09150880575180054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7095783948898315},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6066281795501709},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5188835263252258},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5090317726135254},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48455825448036194},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4529503881931305},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4496696889400482},{"id":"https://openalex.org/C16160715","wikidata":"https://www.wikidata.org/wiki/Q1640676","display_name":"Traffic engineering","level":2,"score":0.42537468671798706},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.4211358428001404},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3743148446083069},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1748179793357849},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1568145453929901},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14236503839492798},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.118949294090271},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09150880575180054},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc55140.2022.9921799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921799","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,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W222958755","https://openalex.org/W1993593922","https://openalex.org/W2038436579","https://openalex.org/W2047493229","https://openalex.org/W2131819535","https://openalex.org/W2150152686","https://openalex.org/W2217952511","https://openalex.org/W2281972242","https://openalex.org/W2725282991","https://openalex.org/W2741519675","https://openalex.org/W2763100273","https://openalex.org/W2809133492","https://openalex.org/W2964933785","https://openalex.org/W2996451395","https://openalex.org/W3096877845","https://openalex.org/W3135580381","https://openalex.org/W6608828334"],"related_works":["https://openalex.org/W2149721642","https://openalex.org/W2490010379","https://openalex.org/W2410941711","https://openalex.org/W2587362999","https://openalex.org/W2047739511","https://openalex.org/W1977405947","https://openalex.org/W1977153226","https://openalex.org/W2008840139","https://openalex.org/W4361199786","https://openalex.org/W4285227736"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3,25],"estimation":[4],"method":[5],"of":[6,61],"the":[7,86,119,144],"traffic":[8,29,48,79,98,123],"flow":[9,49,80,99,124],"in":[10,47,72,140,149],"a":[11,34,51,59,129,134],"road":[12,52,116,131],"network,":[13,117],"based":[14,57],"on":[15,58],"topographic":[16],"characteristics,":[17],"temporal":[18],"variables,":[19],"and":[20,37,43,65,78,102,133,151,153],"population":[21],"statistics.":[22],"It":[23],"provides":[24],"alternative":[26],"to":[27,74,114,128,142,147],"conventional":[28],"modeling":[30],"approaches":[31],"by":[32,94],"defining":[33],"data-based":[35],"low-computational":[36],"low-input":[38],"model":[39,88,145],"that":[40],"can":[41,109],"estimate":[42],"predict":[44],"day-long":[45],"variations":[46],"throughout":[50],"network.":[53],"The":[54,68,107],"approach":[55,108],"is":[56,70,138],"succession":[60],"statistical,":[62],"machine":[63],"learning,":[64],"optimization":[66,69],"modules.":[67],"introduced":[71],"order":[73,141],"ensure":[75],"spatial":[76],"coherence":[77],"continuity":[81],"over":[82],"neighboring":[83],"road-links.":[84],"Overall,":[85],"proposed":[87,139],"was":[89],"calibrated":[90],"with":[91],"loop-detectors":[92],"measurements":[93],"learning":[95],"correlations":[96],"between":[97],"(as":[100,105],"output)":[101],"open-source":[103],"data":[104],"input).":[106],"therefore":[110],"be":[111],"easily":[112],"applicable":[113],"any":[115],"without":[118],"need":[120],"for":[121],"local":[122],"measurements.":[125],"An":[126],"application":[127],"different":[130,135],"network":[132],"time":[136,150],"period":[137],"assess":[143],"ability":[146],"extrapolate":[148],"space,":[152],"promising":[154],"results":[155],"are":[156],"obtained.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
