{"id":"https://openalex.org/W4410234599","doi":"https://doi.org/10.3390/computers14050184","title":"Driver Distraction Detection in Extreme Conditions Using Kolmogorov\u2013Arnold Networks","display_name":"Driver Distraction Detection in Extreme Conditions Using Kolmogorov\u2013Arnold Networks","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4410234599","doi":"https://doi.org/10.3390/computers14050184"},"language":"en","primary_location":{"id":"doi:10.3390/computers14050184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers14050184","pdf_url":"https://www.mdpi.com/2073-431X/14/5/184/pdf?version=1746797270","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/14/5/184/pdf?version=1746797270","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046996372","display_name":"J\u00e1nos Holl\u00f3si","orcid":null},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"J\u00e1nos Holl\u00f3si","raw_affiliation_strings":["Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]},{"raw_affiliation_string":"Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030054752","display_name":"G\u00e1bor Kov\u00e1cs","orcid":"https://orcid.org/0000-0003-0166-6261"},"institutions":[{"id":"https://openalex.org/I1331168281","display_name":"Ludovika University of Public Service","ror":"https://ror.org/040yeqy86","country_code":"HU","type":"education","lineage":["https://openalex.org/I1331168281"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"G\u00e1bor Kov\u00e1cs","raw_affiliation_strings":["Institute of the Information Society, Ludovika University of Public Service, H-1441 Budapest, Hungary","Ludovika University of Public Service, Institute of the Information Society, H-1441 Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-0166-6261","affiliations":[{"raw_affiliation_string":"Institute of the Information Society, Ludovika University of Public Service, H-1441 Budapest, Hungary","institution_ids":["https://openalex.org/I1331168281"]},{"raw_affiliation_string":"Ludovika University of Public Service, Institute of the Information Society, H-1441 Budapest, Hungary","institution_ids":["https://openalex.org/I1331168281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019290593","display_name":"Mykola Sysyn","orcid":"https://orcid.org/0000-0001-6893-0018"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mykola Sysyn","raw_affiliation_strings":["Department of Planning and Design of Railway Infrastructure, Technical University Dresden, D-01069 Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6893-0018","affiliations":[{"raw_affiliation_string":"Department of Planning and Design of Railway Infrastructure, Technical University Dresden, D-01069 Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027184174","display_name":"Dmytro Kurhan","orcid":"https://orcid.org/0000-0002-9448-5269"},"institutions":[{"id":"https://openalex.org/I4210120316","display_name":"Ukrainian State University of Chemical Technology","ror":"https://ror.org/031bs2a09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210120316"]},{"id":"https://openalex.org/I4387154586","display_name":"Ukrainian State University of Science and Technologies","ror":"https://ror.org/052pe2w94","country_code":"UA","type":"education","lineage":["https://openalex.org/I4387154586"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Kurhan","raw_affiliation_strings":["Department of Transport Infrastructure, Ukrainian State University of Science and Technologies, UA-49005 Dnipro, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-9448-5269","affiliations":[{"raw_affiliation_string":"Department of Transport Infrastructure, Ukrainian State University of Science and Technologies, UA-49005 Dnipro, Ukraine","institution_ids":["https://openalex.org/I4210120316","https://openalex.org/I4387154586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058640653","display_name":"Szabolcs Fischer","orcid":"https://orcid.org/0000-0001-7298-9960"},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Szabolcs Fischer","raw_affiliation_strings":["Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-7298-9960","affiliations":[{"raw_affiliation_string":"Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]},{"raw_affiliation_string":"Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013581843","display_name":"Viktor Nagy","orcid":"https://orcid.org/0000-0001-6212-3661"},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Viktor Nagy","raw_affiliation_strings":["Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-6212-3661","affiliations":[{"raw_affiliation_string":"Central Campus Gy\u0151r, Sz\u00e9chenyi Istv\u00e1n University, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]},{"raw_affiliation_string":"Vehicle Industry Research Center, Sz\u00e9chenyi Istv\u00e1n University, Central Campus Gy\u0151r, H-9026 Gy\u0151r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013581843","https://openalex.org/A5058640653"],"corresponding_institution_ids":["https://openalex.org/I83579964"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":4.0772,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92510209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"5","first_page":"184","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9921000003814697,"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":0.9921000003814697,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.7826383113861084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4605400264263153},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.415242463350296},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.27355146408081055}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.7826383113861084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4605400264263153},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.415242463350296},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.27355146408081055}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/computers14050184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers14050184","pdf_url":"https://www.mdpi.com/2073-431X/14/5/184/pdf?version=1746797270","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:tudasportal.uni-nke.hu:20.500.12944/105260","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12944/105260","pdf_url":"https://tudasportal.uni-nke.hu/xmlui/bitstream/20.500.12944/105260/1/computers-14-00184-v2.pdf","source":{"id":"https://openalex.org/S7407055284","display_name":"K\u00f6zszolg\u00e1lati Tud\u00e1sport\u00e1l","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:doaj.org/article:f199ab5a4c77495abe7a79aea27dab5d","is_oa":true,"landing_page_url":"https://doaj.org/article/f199ab5a4c77495abe7a79aea27dab5d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 14, Iss 5, p 184 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers14050184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers14050184","pdf_url":"https://www.mdpi.com/2073-431X/14/5/184/pdf?version=1746797270","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3241820797","display_name":null,"funder_award_id":"RRF-2.3.1-21-2022-00004","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410234599.pdf","grobid_xml":"https://content.openalex.org/works/W4410234599.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2061887654","https://openalex.org/W2077724816","https://openalex.org/W2125696286","https://openalex.org/W2194775991","https://openalex.org/W2781449995","https://openalex.org/W2792625292","https://openalex.org/W2898665421","https://openalex.org/W2950486458","https://openalex.org/W2963446712","https://openalex.org/W2963535483","https://openalex.org/W3002315502","https://openalex.org/W3012388106","https://openalex.org/W3031010353","https://openalex.org/W3164567771","https://openalex.org/W3202376030","https://openalex.org/W4213459244","https://openalex.org/W4232182214","https://openalex.org/W4286434964","https://openalex.org/W4290960195","https://openalex.org/W4294390748","https://openalex.org/W4315570856","https://openalex.org/W4385742285","https://openalex.org/W4396529554","https://openalex.org/W4396671327","https://openalex.org/W4402188437","https://openalex.org/W4403209707","https://openalex.org/W6670375923","https://openalex.org/W6687483927","https://openalex.org/W6719080892","https://openalex.org/W6764716799","https://openalex.org/W6855636121","https://openalex.org/W6866589930"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1984342691","https://openalex.org/W2470048815","https://openalex.org/W2324884046","https://openalex.org/W641612223","https://openalex.org/W2028203774","https://openalex.org/W2174716869","https://openalex.org/W4205873045"],"abstract_inverted_index":{"Driver":[0],"distraction":[1,103],"can":[2,100],"have":[3],"severe":[4],"safety":[5],"consequences,":[6],"particularly":[7,114],"in":[8,48,69,75,115],"public":[9,79],"transportation.":[10,80],"This":[11,81],"paper":[12],"presents":[13],"a":[14,64,72],"novel":[15],"approach":[16],"for":[17],"detecting":[18],"bus":[19],"driver":[20,102],"actions,":[21],"such":[22],"as":[23],"mobile":[24],"phone":[25],"usage":[26],"and":[27,57],"interactions":[28],"with":[29,71,108],"passengers,":[30],"using":[31,92],"Kolmogorov\u2013Arnold":[32,86],"networks":[33],"(KANs).":[34],"The":[35,95],"adversarial":[36,112],"FGSM":[37],"attack":[38],"method":[39],"was":[40,67],"applied":[41],"to":[42,89],"assess":[43],"the":[44,76,83],"robustness":[45],"of":[46,78,85],"KANs":[47,99],"extreme":[49],"driving":[50],"conditions,":[51,107],"like":[52],"adverse":[53],"weather,":[54],"high-traffic":[55],"situations,":[56],"bad":[58],"visibility":[59],"conditions.":[60],"In":[61],"this":[62],"research,":[63],"custom":[65],"dataset":[66],"used":[68],"collaboration":[70],"partner":[73],"company":[74],"field":[77],"allows":[82],"efficiency":[84],"network":[87],"solutions":[88],"be":[90],"verified":[91],"real":[93],"data.":[94],"results":[96],"suggest":[97],"that":[98],"enhance":[101],"detection":[104],"under":[105],"challenging":[106],"improved":[109],"resilience":[110],"against":[111],"attacks,":[113],"low-complexity":[116],"networks.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
