{"id":"https://openalex.org/W4212791280","doi":"https://doi.org/10.1109/tits.2022.3151264","title":"Siamese Temporal Convolutional Networks for Driver Identification Using Driver Steering Behavior Analysis","display_name":"Siamese Temporal Convolutional Networks for Driver Identification Using Driver Steering Behavior Analysis","publication_year":2022,"publication_date":"2022-02-18","ids":{"openalex":"https://openalex.org/W4212791280","doi":"https://doi.org/10.1109/tits.2022.3151264"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3151264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3151264","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5016289526","display_name":"Mozhgan Nasr Azadani","orcid":"https://orcid.org/0000-0002-2872-1438"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mozhgan Nasr Azadani","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2872-1438","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012195474","display_name":"Azzedine Boukerche","orcid":"https://orcid.org/0000-0002-3851-9938"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Azzedine Boukerche","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3851-9938","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":2.1605,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.87009676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"23","issue":"10","first_page":"18076","last_page":"18087"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9998999834060669,"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":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/identification","display_name":"Identification (biology)","score":0.7012877464294434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268367171287537},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.610610842704773},{"id":"https://openalex.org/keywords/telematics","display_name":"Telematics","score":0.5726733207702637},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5088746547698975},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.49761560559272766},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.4631931185722351},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4111974835395813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38836589455604553},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36812925338745117},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3227423429489136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2838234603404999},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19760698080062866},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10702812671661377}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7012877464294434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268367171287537},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.610610842704773},{"id":"https://openalex.org/C89074322","wikidata":"https://www.wikidata.org/wiki/Q485669","display_name":"Telematics","level":2,"score":0.5726733207702637},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5088746547698975},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.49761560559272766},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.4631931185722351},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4111974835395813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38836589455604553},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36812925338745117},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3227423429489136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2838234603404999},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19760698080062866},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10702812671661377},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3151264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3151264","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W151603506","https://openalex.org/W1952871627","https://openalex.org/W1972441921","https://openalex.org/W1974715861","https://openalex.org/W2029663130","https://openalex.org/W2127589108","https://openalex.org/W2141717716","https://openalex.org/W2145287260","https://openalex.org/W2151126010","https://openalex.org/W2160457235","https://openalex.org/W2160595088","https://openalex.org/W2163162393","https://openalex.org/W2169060624","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2286343943","https://openalex.org/W2312734790","https://openalex.org/W2510642588","https://openalex.org/W2556903448","https://openalex.org/W2563635663","https://openalex.org/W2581145574","https://openalex.org/W2736496279","https://openalex.org/W2757457009","https://openalex.org/W2792807706","https://openalex.org/W2900243418","https://openalex.org/W2914093555","https://openalex.org/W2921143934","https://openalex.org/W2954958489","https://openalex.org/W2963535483","https://openalex.org/W2964092202","https://openalex.org/W2970350541","https://openalex.org/W2973818013","https://openalex.org/W2979997028","https://openalex.org/W2989621528","https://openalex.org/W2991401306","https://openalex.org/W2991431362","https://openalex.org/W2997958396","https://openalex.org/W3005254922","https://openalex.org/W3006822825","https://openalex.org/W3021077806","https://openalex.org/W3023995140","https://openalex.org/W3033729212","https://openalex.org/W3036209432","https://openalex.org/W3045156416","https://openalex.org/W3108181350","https://openalex.org/W3108700567","https://openalex.org/W3127710810","https://openalex.org/W3156080059","https://openalex.org/W3162356234","https://openalex.org/W3162665729","https://openalex.org/W3167142936","https://openalex.org/W3216486552","https://openalex.org/W4252337780","https://openalex.org/W6783596713","https://openalex.org/W6789961161","https://openalex.org/W6796054984"],"related_works":["https://openalex.org/W2144597171","https://openalex.org/W4248415366","https://openalex.org/W4232309644","https://openalex.org/W4231702572","https://openalex.org/W4239822144","https://openalex.org/W631521785","https://openalex.org/W2133893079","https://openalex.org/W4246506070","https://openalex.org/W4234070147","https://openalex.org/W4245249301"],"abstract_inverted_index":{"Driver":[0],"identification":[1,56,79],"has":[2],"shown":[3],"sustainable":[4],"development":[5],"in":[6,9],"recent":[7],"years":[8],"a":[10,45,93,129,171,183],"wide":[11],"variety":[12],"of":[13,48,88,101,104,113,144,158,176,186],"applications":[14],"including":[15],"but":[16],"not":[17],"limited":[18],"to":[19,68,107,132,169],"security,":[20],"personalization,":[21],"fleet":[22],"management,":[23],"insurance":[24],"telematics,":[25],"or":[26],"ride-hailing.":[27],"However,":[28],"the":[29,42,70,89,109,114,124,142,145,155,159,177],"current":[30],"progress":[31],"suffers":[32],"from":[33,50],"several":[34],"challenges":[35],"such":[36],"as":[37],"costly":[38],"data":[39,49,106],"collections":[40],"and":[41,57,63,80,136,149,199],"need":[43],"for":[44,53],"huge":[46],"amount":[47],"each":[51],"individual":[52],"both":[54],"driver":[55,78,134],"impostor":[58,81,137],"detection.":[59],"Therefore,":[60],"more":[61],"novel":[62,130],"efficient":[64],"solutions":[65],"are":[66],"required":[67],"mitigate":[69],"existing":[71],"challenges.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"address":[77],"detection":[82,138],"tasks":[83,139],"using":[84],"driving":[85,105],"behavior":[86,117,157],"analysis":[87],"drivers.":[90,125,188],"We":[91,126,153],"design":[92],"deep":[94],"learning-based":[95],"system":[96,147,195],"architecture":[97,148],"that":[98,193],"analyzes":[99],"windows":[100],"30":[102],"seconds":[103],"capture":[108],"unique":[110],"underlying":[111],"characteristics":[112],"individuals":[115],"steering":[116,156],"based":[118,140],"on":[119,141],"which":[120,164],"it":[121],"further":[122],"distinguishes":[123],"also":[127],"develop":[128],"strategy":[131],"tackle":[133],"verification":[135],"combination":[143],"proposed":[146,178],"Siamese":[150],"networks":[151],"concepts.":[152],"map":[154],"drivers":[160],"into":[161],"latent":[162],"representations":[163],"can":[165],"be":[166],"later":[167],"used":[168],"train":[170],"similarity":[172],"function.":[173],"The":[174,189],"performance":[175],"systems":[179],"is":[180],"tested":[181],"over":[182],"real-world":[184],"dataset":[185],"95":[187],"evaluation":[190],"results":[191],"indicate":[192],"our":[194],"outperforms":[196],"well-established":[197],"benchmarks":[198],"baseline":[200],"methodologies.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
