{"id":"https://openalex.org/W2403001746","doi":"https://doi.org/10.1109/ssd.2016.7473671","title":"Detecting driver drowsiness based on single electroencephalography channel","display_name":"Detecting driver drowsiness based on single electroencephalography channel","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2403001746","doi":"https://doi.org/10.1109/ssd.2016.7473671","mag":"2403001746"},"language":"en","primary_location":{"id":"doi:10.1109/ssd.2016.7473671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd.2016.7473671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","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/A5066508733","display_name":"Ibtissem Belakhdar","orcid":null},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]},{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Ibtissem Belakhdar","raw_affiliation_strings":["Faculty of Sciences, University of Monastir, Monastir, Tunisia","National Engineering School of sousse, University of sousse, Sousse, tunisia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"National Engineering School of sousse, University of sousse, Sousse, tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029452716","display_name":"Walid Kaaniche","orcid":null},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Walid Kaaniche","raw_affiliation_strings":["National Engineering School of sousse, University of sousse, Sousse, tunisia"],"affiliations":[{"raw_affiliation_string":"National Engineering School of sousse, University of sousse, Sousse, tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090378317","display_name":"Ridha Djmel","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ridha Djmel","raw_affiliation_strings":["King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103171883","display_name":"Bouraoui Ouni","orcid":"https://orcid.org/0000-0001-5708-3802"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Bouraoui Ouni","raw_affiliation_strings":["Faculty of Sciences, University of Monastir, Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066508733"],"corresponding_institution_ids":["https://openalex.org/I166928557","https://openalex.org/I8636806"],"apc_list":null,"apc_paid":null,"fwci":1.4625,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.80744177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"21"},"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":0.9983999729156494,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/alertness","display_name":"Alertness","score":0.8727511167526245},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8317862749099731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7055152058601379},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.623732328414917},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5183671116828918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.506461501121521},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48268818855285645},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45507586002349854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3856649696826935},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35819411277770996},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3291893005371094},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1492396891117096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13807082176208496},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07249438762664795}],"concepts":[{"id":"https://openalex.org/C200678441","wikidata":"https://www.wikidata.org/wiki/Q1423044","display_name":"Alertness","level":2,"score":0.8727511167526245},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8317862749099731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7055152058601379},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.623732328414917},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5183671116828918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.506461501121521},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48268818855285645},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45507586002349854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3856649696826935},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35819411277770996},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3291893005371094},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1492396891117096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13807082176208496},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07249438762664795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd.2016.7473671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd.2016.7473671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1965233495","https://openalex.org/W1984135305","https://openalex.org/W2025623975","https://openalex.org/W2030538672","https://openalex.org/W2049712033","https://openalex.org/W2062533645","https://openalex.org/W2067252709","https://openalex.org/W2075647286","https://openalex.org/W2086108334","https://openalex.org/W2087660339","https://openalex.org/W2090064526","https://openalex.org/W2128909182","https://openalex.org/W2132397304","https://openalex.org/W2144106141","https://openalex.org/W2156412228","https://openalex.org/W2162800060","https://openalex.org/W2257511657","https://openalex.org/W2525537354","https://openalex.org/W3022302886","https://openalex.org/W6692393169"],"related_works":["https://openalex.org/W65758901","https://openalex.org/W2942324097","https://openalex.org/W2023599206","https://openalex.org/W3042082333","https://openalex.org/W2085897802","https://openalex.org/W642117203","https://openalex.org/W4382631899","https://openalex.org/W2184946901","https://openalex.org/W2331246139","https://openalex.org/W4255900207"],"abstract_inverted_index":{"In":[0,105],"the":[1,11,40,57,69,86,94,126],"recent":[2],"years,":[3],"driver":[4,34,41,89],"drowsiness":[5,71,90,150],"has":[6,52,110],"been":[7,111],"considered":[8],"one":[9,102,122],"of":[10,14,59,88,145,149],"major":[12],"causes":[13],"road":[15],"accidents,":[16],"which":[17,171],"can":[18,165],"lead":[19],"to":[20,38,65,79,84,162],"severe":[21],"physical":[22],"injuries,":[23],"deaths":[24],"and":[25,62,67,99,147,151,164],"important":[26],"economic":[27],"losses.":[28],"As":[29],"a":[30,32,141],"consequence,":[31],"reliable":[33],"drowsiness-detection-system":[35],"is":[36,78],"necessary":[37],"alert":[39],"before":[42],"an":[43,49,81,108,135],"accident":[44],"happens.":[45],"For":[46],"this":[47,76,106,158,173],"reason,":[48],"Electroencephalogram":[50],"(EEG)":[51],"recently":[53],"drawn":[54],"attention":[55],"in":[56,75,134,157,168],"field":[58],"brain-computer":[60],"interface":[61],"cognitive":[63],"neuroscience":[64],"control":[66],"predict":[68],"human":[70,115],"state.":[72],"Our":[73],"objective":[74],"work,":[77],"proposed":[80],"automatic":[82],"approach":[83,174],"detect":[85],"occurrence":[87],"onset":[91],"based":[92],"on":[93,113],"Artificial":[95],"Neuronal":[96],"Network":[97],"(ANN)":[98],"using":[100,117,125],"only":[101],"EEG":[103,123],"channel.":[104],"study,":[107],"experiment":[109],"conducted":[112],"ten":[114],"subjects":[116],"nine":[118],"features":[119,133,155],"computed":[120],"from":[121],"channel":[124],"Fast":[127],"Fourier":[128],"Transform(FFT).":[129],"After":[130],"introducing":[131],"these":[132],"ANN":[136],"classifier,":[137],"we":[138],"have":[139],"obtained":[140],"classification":[142],"accuracy":[143],"rate":[144],"86.1%":[146],"84.3%":[148],"alertness":[152],"detection.":[153],"All":[154],"used":[156],"work":[159],"are":[160],"easy":[161],"calculate":[163],"be":[166],"determined":[167],"real":[169],"time,":[170],"makes":[172],"adapted":[175],"for":[176],"embedded":[177],"implementation.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
