{"id":"https://openalex.org/W2794747368","doi":"https://doi.org/10.23919/icact.2018.8323716","title":"EEG-signals based cognitive workload detection of vehicle driver using deep learning","display_name":"EEG-signals based cognitive workload detection of vehicle driver using deep learning","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2794747368","doi":"https://doi.org/10.23919/icact.2018.8323716","mag":"2794747368"},"language":"en","primary_location":{"id":"doi:10.23919/icact.2018.8323716","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2018.8323716","pdf_url":null,"source":{"id":"https://openalex.org/S4363608106","display_name":"2018 20th International Conference on Advanced Communication Technology (ICACT)","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":"2018 20th International Conference on Advanced Communication Technology (ICACT)","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/A5004497580","display_name":"Mohammad A. Almogbel","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Mohammad A. Almogbel","raw_affiliation_strings":["Department. of Computer Science. and Communications Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department. of Computer Science. and Communications Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063458153","display_name":"Anh H. Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Anh H. Dang","raw_affiliation_strings":["GITS, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"GITS, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084512417","display_name":"Wataru Kameyama","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Wataru Kameyama","raw_affiliation_strings":["Faculty of Science and Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004497580"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":5.1911,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.96187683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9876999855041504,"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/workload","display_name":"Workload","score":0.8580817580223083},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7962979078292847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.752430260181427},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.6957719922065735},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.598815381526947},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5411699414253235},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.493269145488739},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46405044198036194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4426402747631073},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3771752119064331},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1653766930103302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1146751344203949},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07227832078933716}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8580817580223083},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7962979078292847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.752430260181427},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.6957719922065735},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.598815381526947},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5411699414253235},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.493269145488739},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46405044198036194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4426402747631073},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3771752119064331},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1653766930103302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1146751344203949},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07227832078933716},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact.2018.8323716","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2018.8323716","pdf_url":null,"source":{"id":"https://openalex.org/S4363608106","display_name":"2018 20th International Conference on Advanced Communication Technology (ICACT)","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":"2018 20th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1915633692","https://openalex.org/W2070076774","https://openalex.org/W2084680213","https://openalex.org/W2101926813","https://openalex.org/W2153134014","https://openalex.org/W2403001746","https://openalex.org/W2414309931","https://openalex.org/W2551178936","https://openalex.org/W2742951402","https://openalex.org/W2962951526","https://openalex.org/W6637242042"],"related_works":["https://openalex.org/W575009904","https://openalex.org/W750767097","https://openalex.org/W282528669","https://openalex.org/W1953662744","https://openalex.org/W2020664685","https://openalex.org/W2153252802","https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4306765721","https://openalex.org/W4385452045"],"abstract_inverted_index":{"Vehicle":[0],"driver's":[1,51],"ability":[2],"to":[3,11,24,48],"maintain":[4],"optimal":[5],"performance":[6],"and":[7,56],"attention":[8],"is":[9,93],"essential":[10],"ensure":[12],"the":[13,16,40,50,90,98,102],"safety":[14],"of":[15,42,86,95,101],"traffic.":[17],"Electroencephalography":[18],"(EEG)":[19],"signals":[20,47],"have":[21],"been":[22],"proven":[23],"be":[25],"effective":[26],"in":[27,62],"evaluating":[28],"human's":[29],"cognitive":[30,52,99],"state":[31],"under":[32,54],"specific":[33],"tasks.":[34,59],"In":[35],"this":[36,63],"paper,":[37],"we":[38],"propose":[39],"use":[41],"deep":[43],"learning":[44],"on":[45,72,82],"EEG":[46,87],"detect":[49],"workload":[53,58,100],"high":[55,74],"low":[57],"Data":[60],"used":[61],"research":[64],"are":[65],"collected":[66],"throughout":[67],"multiple":[68],"driving":[69,76],"sessions":[70],"conducted":[71,81],"a":[73],"fidelity":[75],"simulator.":[77],"Preliminary":[78],"experimental":[79],"results":[80],"only":[83],"4":[84],"channels":[85],"show":[88],"that":[89],"proposed":[91],"system":[92],"capable":[94],"accurately":[96],"detecting":[97],"driver":[103],"with":[104],"an":[105],"enormous":[106],"potential":[107],"for":[108],"improvement.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}