{"id":"https://openalex.org/W4400020150","doi":"https://doi.org/10.1109/tits.2024.3416382","title":"Mobile Phone Use Driver Distraction Detection Based on MSaE of Multi-Modality Physiological Signals","display_name":"Mobile Phone Use Driver Distraction Detection Based on MSaE of Multi-Modality Physiological Signals","publication_year":2024,"publication_date":"2024-06-25","ids":{"openalex":"https://openalex.org/W4400020150","doi":"https://doi.org/10.1109/tits.2024.3416382"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3416382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3416382","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":true,"oa_status":"green","oa_url":"https://jyx.jyu.fi/bitstreams/0394f7bf-7c40-4f14-b7be-74f0f7c948c5/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016857895","display_name":"Xin Zuo","orcid":"https://orcid.org/0000-0002-0828-9748"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zuo","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-0828-9748","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458226","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0003-0865-5215"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0865-5215","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042937962","display_name":"Fengyu Cong","orcid":"https://orcid.org/0000-0003-0058-2429"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyu Cong","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0058-2429","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050768422","display_name":"Jian Zhao","orcid":"https://orcid.org/0000-0002-9887-3701"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhao","raw_affiliation_strings":["School of Automotive Engineering, Faculty of Vehicle Engineering and Mechanics, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-9887-3701","affiliations":[{"raw_affiliation_string":"School of Automotive Engineering, Faculty of Vehicle Engineering and Mechanics, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036786418","display_name":"Timo H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0002-4168-9102"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timo H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyväskylä, Jyväskylä, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4168-9102","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyväskylä, Jyväskylä, Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1414,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95427292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"11","first_page":"17650","last_page":"17665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9355000257492065,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9355000257492065,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.9403176307678223},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7414848208427429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6284555196762085},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5300987362861633},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.46439674496650696},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3889552354812622},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23685547709465027},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14953911304473877},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13403531908988953}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.9403176307678223},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7414848208427429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6284555196762085},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5300987362861633},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.46439674496650696},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3889552354812622},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23685547709465027},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14953911304473877},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13403531908988953},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/tits.2024.3416382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3416382","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"},{"id":"pmh:oai:jyx.jyu.fi:123456789/100012","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202502051798","pdf_url":"https://jyx.jyu.fi/bitstreams/0394f7bf-7c40-4f14-b7be-74f0f7c948c5/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/100012","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202502051798","pdf_url":"https://jyx.jyu.fi/bitstreams/0394f7bf-7c40-4f14-b7be-74f0f7c948c5/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1294954829","display_name":null,"funder_award_id":"61703069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G25449994","display_name":null,"funder_award_id":"DUT21GF301","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5766726025","display_name":null,"funder_award_id":"62001312","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400020150.pdf","grobid_xml":"https://content.openalex.org/works/W4400020150.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W135499680","https://openalex.org/W1562563704","https://openalex.org/W1983395152","https://openalex.org/W1991919071","https://openalex.org/W2035217620","https://openalex.org/W2052604480","https://openalex.org/W2056925087","https://openalex.org/W2057017203","https://openalex.org/W2059851411","https://openalex.org/W2060555212","https://openalex.org/W2079610602","https://openalex.org/W2080968155","https://openalex.org/W2081244659","https://openalex.org/W2095310269","https://openalex.org/W2109019975","https://openalex.org/W2133849899","https://openalex.org/W2142567154","https://openalex.org/W2143091024","https://openalex.org/W2151227774","https://openalex.org/W2152264487","https://openalex.org/W2162273778","https://openalex.org/W2162594179","https://openalex.org/W2166840159","https://openalex.org/W2371731424","https://openalex.org/W2406223855","https://openalex.org/W2483396831","https://openalex.org/W2564507783","https://openalex.org/W2602499164","https://openalex.org/W2618673610","https://openalex.org/W2626062997","https://openalex.org/W2767223895","https://openalex.org/W2774956971","https://openalex.org/W2788374571","https://openalex.org/W2797503983","https://openalex.org/W2805368135","https://openalex.org/W2883341270","https://openalex.org/W2883597459","https://openalex.org/W2886378556","https://openalex.org/W2887283675","https://openalex.org/W2889178707","https://openalex.org/W2890168959","https://openalex.org/W2892035503","https://openalex.org/W2897205167","https://openalex.org/W2898722746","https://openalex.org/W2908259067","https://openalex.org/W2914767245","https://openalex.org/W2930650313","https://openalex.org/W2947168485","https://openalex.org/W2947505091","https://openalex.org/W2947978977","https://openalex.org/W2952113293","https://openalex.org/W2955154870","https://openalex.org/W2973941913","https://openalex.org/W2977233777","https://openalex.org/W2978801942","https://openalex.org/W2990493161","https://openalex.org/W3003908700","https://openalex.org/W3006867092","https://openalex.org/W3017833007","https://openalex.org/W3022345324","https://openalex.org/W3025437974","https://openalex.org/W3044938254","https://openalex.org/W3048139857","https://openalex.org/W3089356117","https://openalex.org/W3118853574","https://openalex.org/W3125401969","https://openalex.org/W3128193561","https://openalex.org/W3131813492","https://openalex.org/W3156066843","https://openalex.org/W3165991290","https://openalex.org/W3175829748","https://openalex.org/W4220996532","https://openalex.org/W4225110287","https://openalex.org/W4229019218","https://openalex.org/W4291237172","https://openalex.org/W4300981272","https://openalex.org/W4313531212","https://openalex.org/W4316468747","https://openalex.org/W4364383234","https://openalex.org/W6631453989","https://openalex.org/W6640212811","https://openalex.org/W6741610693","https://openalex.org/W6751401377","https://openalex.org/W6862008838"],"related_works":["https://openalex.org/W2105821991","https://openalex.org/W2147463956","https://openalex.org/W4281250427","https://openalex.org/W1989682839","https://openalex.org/W3189952116","https://openalex.org/W3193324181","https://openalex.org/W2788194012","https://openalex.org/W2199854241","https://openalex.org/W1486205750","https://openalex.org/W626594146"],"abstract_inverted_index":{"Driver":[0],"distraction,":[1,38],"a":[2,67,133],"major":[3],"cause":[4],"of":[5,30,112,128,142,188,238],"traffic":[6],"crashes,":[7],"is":[8,104,136,149,169,203,219],"reported":[9],"to":[10,36,43,48,86,106,138,155,171,200,242],"reduce":[11],"driving":[12],"performance":[13],"and":[14,27,46,79,95,117,194,244],"be":[15],"detected":[16],"with":[17,123,166,175],"vehicle":[18,230],"behavioral":[19,231],"features.":[20,232],"It":[21],"also":[22],"induces":[23],"physiological":[24,31,58,93,190],"responses.":[25],"Time":[26],"frequency-domain":[28],"features":[29,227],"signals":[32,59,94,191,241],"have":[33],"been":[34],"used":[35],"study":[37,234],"but":[39],"they":[40],"are":[41],"susceptible":[42],"residual":[44],"noise":[45],"tend":[47],"overlook":[49],"complexity.":[50],"Moreover,":[51],"the":[52,88,108,140,157,176,186,206,217,236],"resampling":[53,102],"problem":[54],"arises":[55],"while":[56,145],"analyzing":[57],"at":[60],"multiple":[61,189],"time":[62,76,125,130,167],"scales.":[63],"This":[64,233],"paper":[65],"proposes":[66],"novel":[68],"framework":[69],"based":[70],"on":[71,74],"multiscale":[72],"entropy":[73,122],"absolute":[75,124],"scales":[77,126,131],"(MSaE)":[78],"bidirectional":[80],"long":[81],"short-term":[82],"memory":[83],"(BiLSTM)":[84],"network":[85],"mine":[87],"distraction":[89,97,174,214,247],"information":[90],"in":[91,132,185,213],"multi-modality":[92,226],"detect":[96,172,245],"automatically.":[98],"Firstly,":[99],"an":[100],"entropy-based":[101],"method":[103],"adopted":[105],"find":[107],"suitable":[109],"downsampling":[110],"rates":[111],"electroencephalography":[113],"(EEG),":[114],"electrocardiogram":[115],"(ECG),":[116],"electromyography":[118],"(EMG).":[119],"Then,":[120],"calculating":[121],"instead":[127],"relative":[129],"sliding":[134],"window":[135],"utilized":[137],"explore":[139],"fluctuations":[141],"each":[143,162,211],"signal":[144,212],"distraction.":[146],"Afterward,":[147],"ReliefF":[148],"selected":[150,177,204],"from":[151],"conventional":[152],"feature":[153,159,178,209],"selectors":[154],"identify":[156],"optimal":[158],"set":[160],"for":[161,210],"signal.":[163],"Finally,":[164],"BiLSTM":[165],"dependency":[168],"designed":[170],"driver":[173,246],"set.":[179],"The":[180],"results":[181],"illustrate":[182],"significant":[183],"distinctions":[184],"MSaE":[187],"between":[192],"normal":[193],"distracted":[195],"driving.":[196],"Additionally,":[197],"MSaE,":[198],"superior":[199],"traditional":[201],"features,":[202],"as":[205],"most":[207],"discriminative":[208],"mining.":[215],"Furthermore,":[216],"accuracy":[218],"further":[220],"improved":[221],"by":[222],"about":[223],"8%,":[224],"incorporating":[225],"rather":[228],"than":[229],"indicates":[235],"potential":[237],"employing":[239],"various":[240],"understand":[243],"effectively.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}