{"id":"https://openalex.org/W4412445630","doi":"https://doi.org/10.1109/eurocon64445.2025.11073373","title":"Studies on Human Identity Verification Using EEG Sub-band Features with Machine Learning","display_name":"Studies on Human Identity Verification Using EEG Sub-band Features with Machine Learning","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4412445630","doi":"https://doi.org/10.1109/eurocon64445.2025.11073373"},"language":"en","primary_location":{"id":"doi:10.1109/eurocon64445.2025.11073373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eurocon64445.2025.11073373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE EUROCON 2025 - 21st International Conference on Smart Technologies","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/A5088288731","display_name":"Renata Pluci\u0144ska","orcid":"https://orcid.org/0000-0001-6788-1568"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Renata Pluci\u0144ska","raw_affiliation_strings":["Institute of Electronic Systems Faculty of Electronics and Information Technology Warsaw University of Technology,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electronic Systems Faculty of Electronics and Information Technology Warsaw University of Technology,Warsaw,Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060575897","display_name":"Konrad J\u0119drzejewski","orcid":"https://orcid.org/0000-0003-4303-9450"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Konrad J\u0119drzejewski","raw_affiliation_strings":["Institute of Electronic Systems Faculty of Electronics and Information Technology Warsaw University of Technology,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electronic Systems Faculty of Electronics and Information Technology Warsaw University of Technology,Warsaw,Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024998805","display_name":"Urszula Malinowska","orcid":"https://orcid.org/0000-0001-8358-6024"},"institutions":[{"id":"https://openalex.org/I4210153937","display_name":"Institute of Psychiatry and Neurology","ror":"https://ror.org/0468k6j36","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210153937"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Urszula Malinowska","raw_affiliation_strings":["Nencki Institute of Experimental Biology PAS,Laboratory of Neurophysiology of Mind,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nencki Institute of Experimental Biology PAS,Laboratory of Neurophysiology of Mind,Warsaw,Poland","institution_ids":["https://openalex.org/I4210153937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016720610","display_name":"Jacek Rogala","orcid":"https://orcid.org/0000-0001-5298-920X"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jacek Rogala","raw_affiliation_strings":["University of Warsaw,Faculty of &#x201C;Artes Liberales&#x201D;,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Warsaw,Faculty of &#x201C;Artes Liberales&#x201D;,Warsaw,Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14611958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9962999820709229,"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":0.9962999820709229,"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/T10828","display_name":"Biometric Identification and Security","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/electroencephalography","display_name":"Electroencephalography","score":0.7374895215034485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891918182373047},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5418250560760498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4832040071487427},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3740307688713074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3601558208465576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3355317711830139},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15817791223526},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11013627052307129},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07700571417808533},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06921041011810303}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7374895215034485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891918182373047},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5418250560760498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4832040071487427},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3740307688713074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3601558208465576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3355317711830139},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15817791223526},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11013627052307129},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07700571417808533},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06921041011810303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eurocon64445.2025.11073373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eurocon64445.2025.11073373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE EUROCON 2025 - 21st International Conference on Smart Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1839614580","https://openalex.org/W1903340714","https://openalex.org/W1968097523","https://openalex.org/W1975225914","https://openalex.org/W2006748433","https://openalex.org/W2028070629","https://openalex.org/W2044422109","https://openalex.org/W2049166497","https://openalex.org/W2061071453","https://openalex.org/W2078779572","https://openalex.org/W2078952398","https://openalex.org/W2085690507","https://openalex.org/W2107995994","https://openalex.org/W2138444990","https://openalex.org/W2155482699","https://openalex.org/W2412560454","https://openalex.org/W2519140711","https://openalex.org/W2596997386","https://openalex.org/W2888322626","https://openalex.org/W2896515397","https://openalex.org/W2896577143","https://openalex.org/W2917324426","https://openalex.org/W2963733939","https://openalex.org/W2979603993","https://openalex.org/W3044815875","https://openalex.org/W3213020205","https://openalex.org/W4287219185","https://openalex.org/W4323807647","https://openalex.org/W4388405502","https://openalex.org/W6794861225"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,15,32,77],"biometric":[4],"identity":[5,33,84],"recognition,":[6],"which":[7],"involves":[8],"the":[9,25,36,41,47,61,78,83,117],"automatic":[10],"recognition":[11],"of":[12,27,43,63,80,85,125,136],"individuals":[13],"based":[14],"their":[16,75],"unique":[17],"physical":[18],"or":[19],"behavioral":[20],"characteristics.":[21],"Specifically,":[22],"it":[23],"examines":[24],"impact":[26],"different":[28],"frequency":[29,38],"sub-band":[30],"features":[31,45],"verification.":[34],"Selecting":[35],"appropriate":[37],"sub-bands":[39],"reduces":[40],"number":[42],"input":[44],"for":[46,97],"classifier,":[48],"improving":[49],"efficiency":[50],"by":[51],"shortening":[52],"both":[53],"training":[54],"and":[55,72,74,129],"decision-making":[56],"time.":[57],"The":[58,113],"study":[59],"investigates":[60],"influence":[62],"five":[64],"fundamental":[65],"EEG":[66],"rhythms":[67],"(delta,":[68],"theta,":[69],"alpha,":[70,127],"beta,":[71,128],"gamma)":[73],"combinations":[76],"result":[79],"verifying":[81],"(confirming)":[82],"people.":[86],"For":[87],"this,":[88],"resting":[89],"state":[90],"signals":[91],"with":[92],"eyes":[93],"open":[94],"were":[95,107,120],"recorded":[96,108],"29":[98],"participants":[99],"across":[100],"20":[101],"separate":[102],"recording":[103],"sessions,":[104],"where":[105],"data":[106],"using":[109,122],"19":[110],"active":[111],"electrodes.":[112],"results":[114,119],"indicate":[115],"that":[116],"best":[118],"achieved":[121],"a":[123],"combination":[124],"delta,":[126],"gamma":[130],"rhythms,":[131],"resulting":[132],"in":[133],"an":[134],"accuracy":[135],"$97.8":[137],"\\%$.":[138]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
