{"id":"https://openalex.org/W3122582437","doi":"https://doi.org/10.1016/j.matpr.2020.11.898","title":"Driver drowsiness detection system using hybrid approach of convolutional neural network and bidirectional long short term memory (CNN_BILSTM)","display_name":"Driver drowsiness detection system using hybrid approach of convolutional neural network and bidirectional long short term memory (CNN_BILSTM)","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3122582437","doi":"https://doi.org/10.1016/j.matpr.2020.11.898","mag":"3122582437"},"language":"en","primary_location":{"id":"doi:10.1016/j.matpr.2020.11.898","doi":"https://doi.org/10.1016/j.matpr.2020.11.898","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.matpr.2020.11.898","pdf_url":null,"source":{"id":"https://openalex.org/S2898407351","display_name":"Materials Today Proceedings","issn_l":"2214-7853","issn":["2214-7853"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Today: Proceedings","raw_type":"journal-article"},"volume":null,"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/A5113824908","display_name":"S. P. Rajamohana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254442","display_name":"PSG College of Technology","ror":"https://ror.org/01tez1r52","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254442"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S.P. Rajamohana","raw_affiliation_strings":["Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India","institution_ids":["https://openalex.org/I4405254442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084786059","display_name":"E.G. Radhika","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254442","display_name":"PSG College of Technology","ror":"https://ror.org/01tez1r52","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254442"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"E.G. Radhika","raw_affiliation_strings":["Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India","institution_ids":["https://openalex.org/I4405254442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018282515","display_name":"S. Priya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254442","display_name":"PSG College of Technology","ror":"https://ror.org/01tez1r52","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254442"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Priya","raw_affiliation_strings":["Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India","institution_ids":["https://openalex.org/I4405254442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112490529","display_name":"S. Sangeetha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254442","display_name":"PSG College of Technology","ror":"https://ror.org/01tez1r52","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254442"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Sangeetha","raw_affiliation_strings":["Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, PSG College of Technology, Coimbatore 4, Tamil Nadu, India","institution_ids":["https://openalex.org/I4405254442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113824908"],"corresponding_institution_ids":["https://openalex.org/I4405254442"],"apc_list":{"value":150,"currency":"USD","value_usd":150},"apc_paid":null,"fwci":7.9744,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97545872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"45","issue":null,"first_page":"2897","last_page":"2901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9965999722480774,"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":0.000699999975040555,"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"}},{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.0005000000237487257,"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/driver-drowsiness-detection","display_name":"driver drowsiness detection","score":0.9959999918937683},{"id":"https://openalex.org/keywords/hybrid-cnn-bilstm-model","display_name":"hybrid CNN-BiLSTM","score":0.8939999938011169},{"id":"https://openalex.org/keywords/eye-blink-detection","display_name":"eye blink detection","score":0.8029999732971191},{"id":"https://openalex.org/keywords/eye-feature-extraction","display_name":"eye feature extraction","score":0.621999979019165},{"id":"https://openalex.org/keywords/drowsiness-warning-system","display_name":"drowsiness warning system","score":0.6859999895095825},{"id":"https://openalex.org/keywords/traffic-accident-prevention","display_name":"traffic accident prevention","score":0.7549999952316284},{"id":"https://openalex.org/keywords/real-time-driver-monitoring","display_name":"real-time driver monitoring","score":0.6299999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879046201705933},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7700948715209961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6990545988082886},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6580538749694824},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5024087429046631},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4466875195503235},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.4442659616470337},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.427452027797699},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.421773225069046},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34303581714630127},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3362025022506714},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07398903369903564},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.matpr.2020.11.898","doi":"https://doi.org/10.1016/j.matpr.2020.11.898","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.matpr.2020.11.898","pdf_url":null,"source":{"id":"https://openalex.org/S2898407351","display_name":"Materials Today Proceedings","issn_l":"2214-7853","issn":["2214-7853"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Today: Proceedings","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5600000023841858,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1965233495","https://openalex.org/W1985441869","https://openalex.org/W2001051735","https://openalex.org/W2032977109","https://openalex.org/W2075000159","https://openalex.org/W2076076344","https://openalex.org/W2086983697","https://openalex.org/W2117866167","https://openalex.org/W2523454499","https://openalex.org/W2597707652","https://openalex.org/W2774445955","https://openalex.org/W2782102094","https://openalex.org/W2792968364","https://openalex.org/W2898665421"],"related_works":["https://openalex.org/W4412793016","https://openalex.org/W2883790098","https://openalex.org/W4407476436","https://openalex.org/W2805857033","https://openalex.org/W7164209920","https://openalex.org/W4390538289","https://openalex.org/W4413847421","https://openalex.org/W4411575477","https://openalex.org/W4200250341","https://openalex.org/W4412926203"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-02-01T00:00:00"}
