{"id":"https://openalex.org/W3114108568","doi":"https://doi.org/10.1109/tencon50793.2020.9293772","title":"Wavelet Transform and Machine Learning-Based Biometric Authentication Using EEG Evoked by Invisible Visual Stimuli","display_name":"Wavelet Transform and Machine Learning-Based Biometric Authentication Using EEG Evoked by Invisible Visual Stimuli","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3114108568","doi":"https://doi.org/10.1109/tencon50793.2020.9293772","mag":"3114108568"},"language":"en","primary_location":{"id":"doi:10.1109/tencon50793.2020.9293772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008863256","display_name":"Takahiro Miyake","orcid":null},"institutions":[{"id":"https://openalex.org/I4588055","display_name":"Tottori University","ror":"https://ror.org/024yc3q36","country_code":"JP","type":"education","lineage":["https://openalex.org/I4588055"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro MIYAKE","raw_affiliation_strings":["Graduate School of Sustainability Sciences, Tottori University, Tottori, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Sustainability Sciences, Tottori University, Tottori, Japan","institution_ids":["https://openalex.org/I4588055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047047011","display_name":"Nozomu KINJO","orcid":null},"institutions":[{"id":"https://openalex.org/I4588055","display_name":"Tottori University","ror":"https://ror.org/024yc3q36","country_code":"JP","type":"education","lineage":["https://openalex.org/I4588055"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nozomu KINJO","raw_affiliation_strings":["Graduate School of Sustainability Sciences, Tottori University, Tottori, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Sustainability Sciences, Tottori University, Tottori, Japan","institution_ids":["https://openalex.org/I4588055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070464819","display_name":"Isao Nakanishi","orcid":"https://orcid.org/0000-0001-9533-9987"},"institutions":[{"id":"https://openalex.org/I4588055","display_name":"Tottori University","ror":"https://ror.org/024yc3q36","country_code":"JP","type":"education","lineage":["https://openalex.org/I4588055"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Isao NAKANISHI","raw_affiliation_strings":["Faculty of Engineering, Tottori University, Tottori, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Tottori University, Tottori, Japan","institution_ids":["https://openalex.org/I4588055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4588055"],"apc_list":null,"apc_paid":null,"fwci":1.9197,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86628849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9945999979972839,"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/T11094","display_name":"Face Recognition and Perception","score":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7763611078262329},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7112507224082947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6549639105796814},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5796000361442566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5454637408256531},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.5410107970237732},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5361967086791992},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5062412619590759},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.49247440695762634},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.44909533858299255},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.44398438930511475},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"Continuous wavelet transform","score":0.4380568265914917},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3832327723503113},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.3803873360157013},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35163867473602295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763611078262329},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7112507224082947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6549639105796814},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5796000361442566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5454637408256531},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.5410107970237732},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5361967086791992},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5062412619590759},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.49247440695762634},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.44909533858299255},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.44398438930511475},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.4380568265914917},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3832327723503113},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.3803873360157013},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35163867473602295},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tencon50793.2020.9293772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lib.tottori-u.ac.jp:10102","is_oa":false,"landing_page_url":"http://repository.lib.tottori-u.ac.jp/10102","pdf_url":null,"source":{"id":"https://openalex.org/S4306400575","display_name":"Tottori University research result repository (Tottori University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4588055","host_organization_name":"Tottori University","host_organization_lineage":["https://openalex.org/I4588055"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4699999988079071},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1965664267","https://openalex.org/W1980837896","https://openalex.org/W2023602811","https://openalex.org/W2024486946","https://openalex.org/W2042411592","https://openalex.org/W2204506728","https://openalex.org/W2765233937","https://openalex.org/W2768149277","https://openalex.org/W2801459614","https://openalex.org/W2904031103","https://openalex.org/W4388319564","https://openalex.org/W6757306727","https://openalex.org/W6999043519"],"related_works":["https://openalex.org/W1995418324","https://openalex.org/W2211301776","https://openalex.org/W2275475525","https://openalex.org/W2060905804","https://openalex.org/W3009759344","https://openalex.org/W2101997086","https://openalex.org/W2154157508","https://openalex.org/W2803421844","https://openalex.org/W2135037902","https://openalex.org/W1973592186"],"abstract_inverted_index":{"In":[0,20,65],"this":[1,66],"study,":[2,23],"we":[3,24,68],"propose":[4],"the":[5,14,79,90,95],"authentication":[6],"of":[7,16,56,84],"individuals":[8],"using":[9,61,99],"electroencephalograms":[10],"(EEGs)":[11],"evoked":[12],"by":[13,89],"application":[15],"invisible":[17],"visual":[18],"stimuli.":[19],"our":[21],"previous":[22],"introduced":[25],"a":[26,31,70],"wavelet":[27],"transform,":[28],"which":[29],"is":[30,87],"time-frequency":[32],"analysis":[33],"method,":[34],"and":[35],"applied":[36],"it":[37],"to":[38,44,76],"extract":[39],"features,":[40],"including":[41],"time":[42],"information,":[43],"enable":[45],"more":[46],"accurate":[47],"discrimination":[48],"between":[49],"individuals.":[50],"An":[51,82],"equal":[52],"error":[53],"rate":[54],"(EER)":[55],"9.4":[57],"%":[58,86],"was":[59],"achieved":[60,88],"Euclidean":[62],"distance":[63],"matching.":[64],"paper,":[67],"introduce":[69],"machine":[71],"learning-based":[72],"approach":[73],"in":[74],"order":[75],"further":[77],"improve":[78],"verification":[80],"performance.":[81],"EER":[83],"8.1":[85],"proposed":[91],"method":[92],"after":[93],"training":[94],"constituent":[96],"neural":[97],"networks":[98],"ensemble":[100],"learning":[101],"with":[102],"30":[103],"networks.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
