{"id":"https://openalex.org/W4386598041","doi":"https://doi.org/10.1109/mt-its56129.2023.10241560","title":"How to Rationalise the Sampling of Test-Scenarios in Automated Driving Based on Criticality Metrics?","display_name":"How to Rationalise the Sampling of Test-Scenarios in Automated Driving Based on Criticality Metrics?","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4386598041","doi":"https://doi.org/10.1109/mt-its56129.2023.10241560"},"language":"en","primary_location":{"id":"doi:10.1109/mt-its56129.2023.10241560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mt-its56129.2023.10241560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04638453/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079020295","display_name":"Hugues Blache","orcid":"https://orcid.org/0000-0003-3430-1971"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210111949","display_name":"Laboratoire d'Ing\u00e9nierie Circulation Transports","ror":"https://ror.org/02ahzca76","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4210166914"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I4405266957","display_name":"Emob-Lab","ror":"https://ror.org/00gjkah88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210154111","https://openalex.org/I4210166914","https://openalex.org/I4405266957"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hugues Blache","raw_affiliation_strings":["Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4405266957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054902135","display_name":"Pierre-Antoine Laharotte","orcid":"https://orcid.org/0000-0002-5826-897X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210111949","display_name":"Laboratoire d'Ing\u00e9nierie Circulation Transports","ror":"https://ror.org/02ahzca76","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4210166914"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I4405266957","display_name":"Emob-Lab","ror":"https://ror.org/00gjkah88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210154111","https://openalex.org/I4210166914","https://openalex.org/I4405266957"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Antoine Laharotte","raw_affiliation_strings":["Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4405266957"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033407100","display_name":"Nour\u2010Eddin El Faouzi","orcid":"https://orcid.org/0000-0002-6873-695X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210111949","display_name":"Laboratoire d'Ing\u00e9nierie Circulation Transports","ror":"https://ror.org/02ahzca76","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4210166914"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I4405266957","display_name":"Emob-Lab","ror":"https://ror.org/00gjkah88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210154111","https://openalex.org/I4210166914","https://openalex.org/I4405266957"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nour-Eddin El Faouzi","raw_affiliation_strings":["Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Gustave Eiffel, Univ. Lyon, ENTPE, LICIT-ECO7 UMR T9401,Lyon,France,F-69675","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210111949","https://openalex.org/I4210154111","https://openalex.org/I4405266957"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7371,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86147186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.953499972820282,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9459999799728394,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/criticality","display_name":"Criticality","score":0.8953763246536255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7553251385688782},{"id":"https://openalex.org/keywords/failure-mode-effects-and-criticality-analysis","display_name":"Failure mode, effects, and criticality analysis","score":0.7318219542503357},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5323361158370972},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.49998974800109863},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.49136653542518616},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4845101237297058},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4840885400772095},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4771501421928406},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4746421277523041},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.45657849311828613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43114954233169556},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3880079984664917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27251583337783813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24958598613739014},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.22337689995765686},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1855865716934204},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16450035572052002},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09475016593933105}],"concepts":[{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.8953763246536255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7553251385688782},{"id":"https://openalex.org/C30098461","wikidata":"https://www.wikidata.org/wiki/Q909342","display_name":"Failure mode, effects, and criticality analysis","level":3,"score":0.7318219542503357},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5323361158370972},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.49998974800109863},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.49136653542518616},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4845101237297058},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4840885400772095},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4771501421928406},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4746421277523041},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.45657849311828613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43114954233169556},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3880079984664917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27251583337783813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24958598613739014},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.22337689995765686},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1855865716934204},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16450035572052002},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09475016593933105},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mt-its56129.2023.10241560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mt-its56129.2023.10241560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04638453v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04638453","pdf_url":"https://hal.science/hal-04638453/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), EURECOM, Jun 2023, Nice, France. pp.1-6, &#x27E8;10.1109/MT-ITS56129.2023.10241560&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04638453v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04638453","pdf_url":"https://hal.science/hal-04638453/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), EURECOM, Jun 2023, Nice, France. pp.1-6, &#x27E8;10.1109/MT-ITS56129.2023.10241560&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386598041.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1915261739","https://openalex.org/W2141808590","https://openalex.org/W2178328776","https://openalex.org/W2412476706","https://openalex.org/W2525936901","https://openalex.org/W2896642734","https://openalex.org/W2963184890","https://openalex.org/W2971024589","https://openalex.org/W2974752735","https://openalex.org/W2989798627","https://openalex.org/W3024414633","https://openalex.org/W3098115155","https://openalex.org/W3111434224","https://openalex.org/W3195529690","https://openalex.org/W3197894702","https://openalex.org/W3209918386","https://openalex.org/W4221167118","https://openalex.org/W4231510805","https://openalex.org/W4285071850","https://openalex.org/W4312363838","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W2361355225","https://openalex.org/W2030439800","https://openalex.org/W1582034041","https://openalex.org/W2094868523","https://openalex.org/W2352957805","https://openalex.org/W125625301","https://openalex.org/W2384212105","https://openalex.org/W1979768108","https://openalex.org/W4239638359","https://openalex.org/W2155531513"],"abstract_inverted_index":{"The":[0,22,159],"deployment":[1],"of":[2,17,43,62,85,106,120,123,162,173],"Automated":[3],"and":[4,12,20,110,145,152],"Connected":[5],"Vehicles":[6],"(ACV)":[7],"into":[8],"traffic":[9],"requires":[10],"certifications":[11],"validations":[13],"guaranteeing":[14],"high":[15],"levels":[16],"safety,":[18],"security":[19],"reliability.":[21],"underlying":[23],"objective":[24],"is":[25,125,140,165],"to":[26,45,66,114,142,156,167],"gain":[27],"public":[28],"acceptance":[29],"by":[30,58,81],"proving":[31],"that":[32],"automation":[33],"systems":[34,48],"might":[35],"bring":[36],"out":[37,57],"a":[38,83,99,103,121,170],"safer":[39],"mobility.":[40],"While":[41],"plenty":[42],"methods":[44],"certify":[46],"these":[47],"are":[49],"populating":[50],"the":[51,53,60,78,102,111,118,133,147,169],"literature,":[52],"scenario-based":[54,79],"approach":[55,80,139],"stands":[56],"reducing":[59],"quantity":[61],"required":[63],"Field":[64],"tests":[65],"validate":[67],"any":[68],"new":[69],"system":[70],"at":[71],"stake.":[72],"In":[73],"this":[74,95],"study,":[75],"we":[76,97],"refine":[77],"proposing":[82],"proof":[84],"concept":[86],"(PoC)":[87],"for":[88],"scenario":[89],"reduction":[90],"using":[91],"criticality":[92,105,119,151,160,172],"metrics.":[93],"For":[94],"PoC,":[96],"weave":[98],"relationship":[100,148],"between":[101,149],"priori":[104,171],"abstract":[107],"functional":[108,157,175],"scenarios":[109,124],"words":[112,154,164],"used":[113,141,166],"generate":[115,143],"them.":[116],"Once,":[117],"subset":[122],"qualified":[126],"based":[127],"on":[128],"open":[129],"field":[130],"data":[131],"(HighD),":[132],"Latent":[134],"Dirichlet":[135],"Allocation":[136],"(LDA)":[137],"clustering":[138],"topics":[144],"feature":[146],"observed":[150],"semantics":[153,163],"applied":[155],"scenarios.":[158,176],"degree":[161],"predict":[168],"unobserved":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
