{"id":"https://openalex.org/W4308068707","doi":"https://doi.org/10.1109/itsc55140.2022.9922602","title":"A Novel Approach To Traffic Flow Estimation based on Floating Car Data and Road Topography: Experimental Validation in Lyon, France","display_name":"A Novel Approach To Traffic Flow Estimation based on Floating Car Data and Road Topography: Experimental Validation in Lyon, France","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4308068707","doi":"https://doi.org/10.1109/itsc55140.2022.9922602"},"language":"en","primary_location":{"id":"doi:10.1109/itsc55140.2022.9922602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9922602","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/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":true,"raw_author_name":"Bassel Othman","raw_affiliation_strings":["IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,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, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","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":false,"raw_author_name":"Mohamed Laraki","raw_affiliation_strings":["IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020434671","display_name":"Guillaume Sabiron","orcid":null},"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":"Guillaume Sabiron","raw_affiliation_strings":["IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360"],"affiliations":[{"raw_affiliation_string":"IFP Energies nouvelles, Rond-point de l&#x0027;&#x00E9;changeur de Solaize,Solaize,France,69360","institution_ids":["https://openalex.org/I265217849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052054852"],"corresponding_institution_ids":["https://openalex.org/I265217849"],"apc_list":null,"apc_paid":null,"fwci":1.6864,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84533552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2571","last_page":"2576"},"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/T10524","display_name":"Traffic control and management","score":0.9976000189781189,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/floating-car-data","display_name":"Floating car data","score":0.789618730545044},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.7210961580276489},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.6695574522018433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6380224823951721},{"id":"https://openalex.org/keywords/induction-loop","display_name":"Induction loop","score":0.5331354141235352},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5042616128921509},{"id":"https://openalex.org/keywords/traffic-volume","display_name":"Traffic volume","score":0.4398232400417328},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4191589057445526},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.41218283772468567},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.3937234878540039},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3632713556289673},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2569293975830078},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16504943370819092},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1507313847541809},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.140385240316391}],"concepts":[{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.789618730545044},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7210961580276489},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6695574522018433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6380224823951721},{"id":"https://openalex.org/C8406815","wikidata":"https://www.wikidata.org/wiki/Q2163913","display_name":"Induction loop","level":3,"score":0.5331354141235352},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5042616128921509},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.4398232400417328},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4191589057445526},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.41218283772468567},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.3937234878540039},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3632713556289673},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2569293975830078},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16504943370819092},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1507313847541809},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.140385240316391},{"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/itsc55140.2022.9922602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9922602","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":0.6899999976158142,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321662","display_name":"Agence de l'Environnement et de la Ma\u00eetrise de l'Energie","ror":"https://ror.org/05rth8x13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W222958755","https://openalex.org/W2150593711","https://openalex.org/W2168791259","https://openalex.org/W2296041297","https://openalex.org/W2489960164","https://openalex.org/W2615831413","https://openalex.org/W2772377432","https://openalex.org/W2930509876","https://openalex.org/W3006984734","https://openalex.org/W3126399157","https://openalex.org/W3202549016","https://openalex.org/W3203984526","https://openalex.org/W4308080895","https://openalex.org/W7009449979"],"related_works":["https://openalex.org/W757926711","https://openalex.org/W3141771572","https://openalex.org/W2143853213","https://openalex.org/W1509410003","https://openalex.org/W2791931166","https://openalex.org/W2048598777","https://openalex.org/W2376376438","https://openalex.org/W2317459805","https://openalex.org/W2122596006","https://openalex.org/W2972320057"],"abstract_inverted_index":{"Today,":[0],"Floating":[1],"Car":[2],"Data":[3],"(FCD),":[4],"which":[5,97],"are":[6,67,70],"obtained":[7],"from":[8,146],"the":[9,31,35,58,62,75,80,91,99,125],"GPS":[10,66],"sensor":[11],"measurements":[12],"of":[13,20,127],"vehicles,":[14],"represent":[15],"a":[16,39,112,133],"particularly":[17],"interesting":[18],"source":[19],"data":[21,145],"for":[22],"road":[23],"traffic":[24,32,82,101],"managers.":[25],"Indeed,":[26],"they":[27],"give":[28],"information":[29,54],"on":[30,38,121,144],"flow":[33,113],"and":[34,142],"average":[36],"speed":[37],"whole":[40],"territory,":[41],"enabling":[42],"many":[43],"applications":[44],"such":[45],"as":[46],"congestion":[47],"or":[48],"air":[49],"quality":[50],"prediction.":[51],"However,":[52],"this":[53,85],"is":[55,119,140],"partial":[56,76],"in":[57,108,150],"sense":[59],"that":[60],"only":[61,104],"vehicles":[63],"equipped":[64],"with":[65,93],"counted.":[68],"Models":[69],"therefore":[71],"necessary":[72],"to":[73,89,110],"convert":[74],"FCD":[77,92],"count":[78],"into":[79],"total":[81],"volume.":[83],"In":[84],"study,":[86],"we":[87],"propose":[88],"cross":[90],"loop":[94],"detectors":[95],"data,":[96],"capture":[98],"real":[100],"flows":[102],"but":[103],"at":[105],"certain":[106],"locations,":[107],"order":[109],"train":[111],"prediction":[114],"model.":[115],"The":[116,138],"proposed":[117],"approach":[118],"based":[120],"multiple":[122],"linear":[123],"regressions,":[124],"weight":[126],"each":[128],"regression":[129],"being":[130],"determined":[131],"by":[132],"Random":[134],"Forest":[135],"(RF)":[136],"algorithm.":[137],"methodology":[139],"calibrated":[141],"tested":[143],"Lyon,":[147],"France,":[148],"collected":[149],"2021.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
