{"id":"https://openalex.org/W4411533048","doi":"https://doi.org/10.1007/s40747-025-01983-w","title":"A novel method for distracted driving behaviors recognition with hybrid CNN-BiLSTM-AM model","display_name":"A novel method for distracted driving behaviors recognition with hybrid CNN-BiLSTM-AM model","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411533048","doi":"https://doi.org/10.1007/s40747-025-01983-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-01983-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01983-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01983-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01983-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045398176","display_name":"Dengfeng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dengfeng Zhao","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113860333","display_name":"Haojie Li","orcid":"https://orcid.org/0000-0002-5312-2832"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojie Li","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031096367","display_name":"Zhi\u2010Jun Fu","orcid":"https://orcid.org/0000-0002-9147-3676"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Fu","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100833488","display_name":"Ma Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bao Ma","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, Concordia University, 1400 De Maisonneuve Blvd. W, Montreal, QC, H3G 1M8, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, Concordia University, 1400 De Maisonneuve Blvd. W, Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101884672","display_name":"Fang Zhou","orcid":"https://orcid.org/0000-0002-5696-7611"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Zhou","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010553509","display_name":"Chaohui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124559","display_name":"Yutong (China)","ror":"https://ror.org/02shrfh49","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210124559"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaohui Liu","raw_affiliation_strings":["Yutong Bus Co. Ltd., No.1 Yutong Road, Zhengzhou, 450016, Henan, China"],"affiliations":[{"raw_affiliation_string":"Yutong Bus Co. Ltd., No.1 Yutong Road, Zhengzhou, 450016, Henan, China","institution_ids":["https://openalex.org/I4210124559"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100532430","display_name":"Wenbin He","orcid":"https://orcid.org/0000-0003-0976-5635"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin He","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045398176"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":3.5483,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92990649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"8","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":0.9993000030517578,"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":0.9993000030517578,"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":0.9987000226974487,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.8333309888839722},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6763437390327454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.633019745349884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4419267773628235},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20069214701652527},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.15006396174430847},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.10994881391525269}],"concepts":[{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.8333309888839722},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6763437390327454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.633019745349884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4419267773628235},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20069214701652527},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.15006396174430847},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.10994881391525269}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-01983-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01983-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01983-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7e7054f35c3b49769453f8d67ed75321","is_oa":true,"landing_page_url":"https://doaj.org/article/7e7054f35c3b49769453f8d67ed75321","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 8, Pp 1-14 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-01983-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01983-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01983-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5282764964","display_name":null,"funder_award_id":"11112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5760752404","display_name":null,"funder_award_id":"Projects","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7631513204","display_name":null,"funder_award_id":"52472441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411533048.pdf","grobid_xml":"https://content.openalex.org/works/W4411533048.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W2626415059","https://openalex.org/W2885195348","https://openalex.org/W2896447961","https://openalex.org/W2905239410","https://openalex.org/W3111855148","https://openalex.org/W3119341266","https://openalex.org/W3136504339","https://openalex.org/W3146366485","https://openalex.org/W3147532979","https://openalex.org/W3153065833","https://openalex.org/W3180832449","https://openalex.org/W3193764817","https://openalex.org/W3214421366","https://openalex.org/W3216389778","https://openalex.org/W4212991495","https://openalex.org/W4224224035","https://openalex.org/W4285270380","https://openalex.org/W4312330142","https://openalex.org/W4313334502","https://openalex.org/W4317889697","https://openalex.org/W4321106722","https://openalex.org/W4322493802","https://openalex.org/W4361213531","https://openalex.org/W4379881286","https://openalex.org/W4386989072","https://openalex.org/W4387398334","https://openalex.org/W4390828509","https://openalex.org/W4396708270","https://openalex.org/W4396853141","https://openalex.org/W4399807152","https://openalex.org/W4408896382"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3040942229","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"A":[0,64],"novel":[1],"deep":[2],"learning":[3],"framework":[4,18],"for":[5],"recognition":[6,137],"of":[7,20,37,61,95,106,121,136],"distracted":[8,39],"driving":[9,83],"behavior":[10,40,84],"is":[11,45,70,89],"proposed":[12,17,108,116],"in":[13,134],"this":[14],"paper.":[15],"The":[16,42,110],"consists":[19],"hybrid":[21],"convolutional":[22],"neural":[23,67],"network":[24,31,68,97],"and":[25,82,104,129],"bidirectional":[26],"long":[27],"short":[28],"term":[29,135],"memory":[30],"to":[32,47,52,57,72,91,100],"extract":[33],"multi-scale":[34],"spatiotemporal":[35],"features":[36,54,81],"high-dimensional":[38],"data.":[41],"attention":[43],"mechanism":[44],"utilized":[46],"assign":[48],"higher":[49],"weight":[50],"coefficients":[51],"critical":[53],"so":[55,98],"as":[56,99],"reduce":[58],"the":[59,79,96,107,115,125,131],"impact":[60],"redundant":[62],"information.":[63],"fully":[65],"connected":[66],"layer":[69],"applied":[71],"establish":[73],"a":[74],"nonlinear":[75],"mapping":[76],"relationship":[77],"between":[78],"extracted":[80],"categories.":[85],"Bayesian":[86],"optimization":[87],"algorithm":[88],"adopted":[90],"automatically":[92],"optimize":[93],"hyperparameters":[94],"improve":[101],"training":[102],"efficiency":[103],"performance":[105],"model.":[109],"experimental":[111],"results":[112],"demonstrate":[113],"that":[114],"method":[117],"get":[118],"an":[119],"accuracy":[120],"about":[122],"99.75%":[123],"on":[124],"publicly":[126],"dataset":[127],"StateFarm,":[128],"outperform":[130],"other":[132],"models":[133],"accuracy.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}