{"id":"https://openalex.org/W4392044348","doi":"https://doi.org/10.1186/s40537-024-00890-0","title":"Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques","display_name":"Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392044348","doi":"https://doi.org/10.1186/s40537-024-00890-0"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-024-00890-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00890-0","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00890-0","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00890-0","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111133781","display_name":"Fangming Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fangming Qu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085512924","display_name":"Nolan Dang","orcid":"https://orcid.org/0000-0002-2385-2885"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nolan Dang","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057260089","display_name":"Borko Furht","orcid":"https://orcid.org/0000-0002-3584-9659"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Borko Furht","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038458219","display_name":"Mehrdad Nojoumian","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehrdad Nojoumian","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, United States","institution_ids":["https://openalex.org/I63772739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111133781"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":15.0335,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99468377,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8171049356460571},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.7081152200698853},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5239964723587036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4989194869995117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4922913610935211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8171049356460571},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.7081152200698853},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5239964723587036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4989194869995117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4922913610935211}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-024-00890-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00890-0","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00890-0","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9de97d423e7d4be280850b0883ec8d1e","is_oa":false,"landing_page_url":"https://doaj.org/article/9de97d423e7d4be280850b0883ec8d1e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 11, Iss 1, Pp 1-44 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-024-00890-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00890-0","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00890-0","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392044348.pdf"},"referenced_works_count":122,"referenced_works":["https://openalex.org/W39634757","https://openalex.org/W203956985","https://openalex.org/W1560380655","https://openalex.org/W1917150247","https://openalex.org/W1934410531","https://openalex.org/W1947481528","https://openalex.org/W1965464424","https://openalex.org/W1981276685","https://openalex.org/W1984798172","https://openalex.org/W1984803554","https://openalex.org/W1993837778","https://openalex.org/W2002608402","https://openalex.org/W2005749985","https://openalex.org/W2015527519","https://openalex.org/W2016053056","https://openalex.org/W2027879843","https://openalex.org/W2052297462","https://openalex.org/W2052604480","https://openalex.org/W2064675550","https://openalex.org/W2076079247","https://openalex.org/W2089453973","https://openalex.org/W2094603253","https://openalex.org/W2096733369","https://openalex.org/W2101415982","https://openalex.org/W2103978011","https://openalex.org/W2105101328","https://openalex.org/W2110252507","https://openalex.org/W2110725098","https://openalex.org/W2115213191","https://openalex.org/W2122393977","https://openalex.org/W2122652738","https://openalex.org/W2126574503","https://openalex.org/W2131041453","https://openalex.org/W2133658999","https://openalex.org/W2145060092","https://openalex.org/W2159166425","https://openalex.org/W2164598857","https://openalex.org/W2166880842","https://openalex.org/W2172717914","https://openalex.org/W2200124539","https://openalex.org/W2295875382","https://openalex.org/W2339186457","https://openalex.org/W2345833767","https://openalex.org/W2435507717","https://openalex.org/W2512479688","https://openalex.org/W2534074291","https://openalex.org/W2559085405","https://openalex.org/W2567218354","https://openalex.org/W2582781338","https://openalex.org/W2602024454","https://openalex.org/W2617632090","https://openalex.org/W2623373865","https://openalex.org/W2623391680","https://openalex.org/W2737305288","https://openalex.org/W2746726611","https://openalex.org/W2757351132","https://openalex.org/W2778498877","https://openalex.org/W2791392289","https://openalex.org/W2884832563","https://openalex.org/W2885876042","https://openalex.org/W2895243423","https://openalex.org/W2896952406","https://openalex.org/W2912346386","https://openalex.org/W2920787483","https://openalex.org/W2934625602","https://openalex.org/W2939843765","https://openalex.org/W2954072336","https://openalex.org/W2957204726","https://openalex.org/W2963163009","https://openalex.org/W2963165299","https://openalex.org/W2974739964","https://openalex.org/W2981630388","https://openalex.org/W2982349016","https://openalex.org/W2982358316","https://openalex.org/W2990503944","https://openalex.org/W2990892171","https://openalex.org/W3003487961","https://openalex.org/W3005723376","https://openalex.org/W3011384521","https://openalex.org/W3015948701","https://openalex.org/W3026578319","https://openalex.org/W3036719267","https://openalex.org/W3101577715","https://openalex.org/W3116500504","https://openalex.org/W3118626025","https://openalex.org/W3119095567","https://openalex.org/W3120055928","https://openalex.org/W3163572315","https://openalex.org/W3210354869","https://openalex.org/W3214466607","https://openalex.org/W4205232461","https://openalex.org/W4205727782","https://openalex.org/W4210963337","https://openalex.org/W4220978814","https://openalex.org/W4221013827","https://openalex.org/W4224249136","https://openalex.org/W4225555528","https://openalex.org/W4235792399","https://openalex.org/W4239160760","https://openalex.org/W4254057358","https://openalex.org/W4285059370","https://openalex.org/W4285105021","https://openalex.org/W4303457312","https://openalex.org/W4308036518","https://openalex.org/W4308438510","https://openalex.org/W4310203954","https://openalex.org/W4312223050","https://openalex.org/W4312774307","https://openalex.org/W4313334502","https://openalex.org/W4313419832","https://openalex.org/W4313518751","https://openalex.org/W4315487518","https://openalex.org/W4318606419","https://openalex.org/W4318825225","https://openalex.org/W4319663621","https://openalex.org/W4320917725","https://openalex.org/W4366550875","https://openalex.org/W4367627735","https://openalex.org/W4385609188","https://openalex.org/W4390750577","https://openalex.org/W6603394118","https://openalex.org/W6805618373"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Abstract":[0],"The":[1,92,112,145],"flourishing":[2],"realm":[3],"of":[4,25,74,87,120,174],"advanced":[5],"driver-assistance":[6],"systems":[7],"(ADAS)":[8],"as":[9,11],"well":[10],"autonomous":[12,151],"vehicles":[13],"(AVs)":[14],"presents":[15],"exceptional":[16],"opportunities":[17],"to":[18,116,134],"enhance":[19],"safe":[20],"driving.":[21,144],"An":[22,51],"essential":[23],"aspect":[24],"this":[26],"transformation":[27],"involves":[28],"monitoring":[29,123],"driver":[30,81,109,121,155],"behavior":[31,122,156],"through":[32],"observable":[33],"physiological":[34],"indicators,":[35],"including":[36],"the":[37,44,47,118,177],"driver\u2019s":[38,48],"facial":[39],"expressions,":[40],"hand":[41],"placement":[42],"on":[43,150],"wheels,":[45],"and":[46,90,138,161,164],"body":[49],"postures.":[50],"artificial":[52],"intelligence":[53],"(AI)":[54],"system":[55],"under":[56],"consideration":[57],"alerts":[58],"drivers":[59],"about":[60],"potentially":[61],"unsafe":[62],"behaviors":[63,110],"using":[64],"real-time":[65],"voice":[66],"notifications.":[67],"This":[68,125],"paper":[69],"offers":[70],"an":[71,84],"all-embracing":[72],"survey":[73,126],"neural":[75,153],"network-based":[76],"methodologies":[77],"for":[78,108,131,169],"studying":[79],"these":[80],"bio-metrics,":[82],"presenting":[83],"exhaustive":[85],"examination":[86],"their":[88],"advantages":[89],"drawbacks.":[91],"evaluation":[93],"includes":[94],"two":[95],"relevant":[96],"datasets,":[97],"separately":[98],"categorizing":[99],"ten":[100],"different":[101],"in-cabinet":[102],"behaviors,":[103],"providing":[104],"a":[105,128],"systematic":[106],"classification":[107],"detection.":[111],"ultimate":[113],"aim":[114],"is":[115,127],"inform":[117],"development":[119],"systems.":[124],"valuable":[129],"guide":[130],"those":[132],"dedicated":[133],"enhancing":[135],"vehicle":[136],"safety":[137],"preventing":[139],"accidents":[140],"caused":[141],"by":[142],"careless":[143],"paper\u2019s":[146],"structure":[147],"encompasses":[148],"sections":[149],"vehicles,":[152],"networks,":[154],"analysis":[157],"methods,":[158],"dataset":[159],"utilization,":[160],"final":[162],"findings":[163],"future":[165],"suggestions,":[166],"ensuring":[167],"accessibility":[168],"audiences":[170],"with":[171],"diverse":[172],"levels":[173],"understanding":[175],"regarding":[176],"subject":[178],"matter.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":13}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}