{"id":"https://openalex.org/W4294069768","doi":"https://doi.org/10.1109/icce-taiwan55306.2022.9869268","title":"Biometric User Identification by Forearm EMG Analysis","display_name":"Biometric User Identification by Forearm EMG Analysis","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4294069768","doi":"https://doi.org/10.1109/icce-taiwan55306.2022.9869268"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan55306.2022.9869268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan55306.2022.9869268","pdf_url":null,"source":{"id":"https://openalex.org/S4363607852","display_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","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/A5022501326","display_name":"Mat\u00fa\u0161 Pleva","orcid":"https://orcid.org/0000-0003-4380-0801"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Matus Pleva","raw_affiliation_strings":["Technical University Kosice,Department of Electronics and Multimedia Communications,Kosice,Slovakia","Department of Electronics and Multimedia Communications, Technical University Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University Kosice,Department of Electronics and Multimedia Communications,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Department of Electronics and Multimedia Communications, Technical University Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001998838","display_name":"\u0160tefan Kore\u010dko","orcid":"https://orcid.org/0000-0003-3647-6855"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Stefan Korecko","raw_affiliation_strings":["Technical University Kosice,Department of Computers and Informatics,Kosice,Slovakia","Department of Computers and Informatics, Technical University Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University Kosice,Department of Computers and Informatics,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Department of Computers and Informatics, Technical University Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080567273","display_name":"Daniel Hl\u00e1dek","orcid":"https://orcid.org/0000-0003-1148-3194"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Daniel Hladek","raw_affiliation_strings":["Technical University Kosice,Department of Electronics and Multimedia Communications,Kosice,Slovakia","Department of Electronics and Multimedia Communications, Technical University Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University Kosice,Department of Electronics and Multimedia Communications,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Department of Electronics and Multimedia Communications, Technical University Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080080797","display_name":"Patrick Bours","orcid":"https://orcid.org/0000-0001-5562-6957"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Patrick Bours","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Information Security and Communication Technology,Gjøvik,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Information Security and Communication Technology,Gjøvik,Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054049783","display_name":"Markus Hoff Skudal","orcid":"https://orcid.org/0009-0006-2455-6734"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Markus Hoff Skudal","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Industrial Economics and Technology Management,Trondheim,Norway","Department of Industrial Economics and Technology Management, Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Industrial Economics and Technology Management,Trondheim,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Industrial Economics and Technology Management, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082271172","display_name":"Yuan\u2010Fu Liao","orcid":"https://orcid.org/0000-0003-0191-2178"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yuan-Fu Liao","raw_affiliation_strings":["National Taipei University of Technology, TaipeiTech,Department of Electronic Engineering,Taipei,Taiwan","Department of Electronic Engineering, National Taipei University of Technology, TaipeiTech, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology, TaipeiTech,Department of Electronic Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Taipei University of Technology, TaipeiTech, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3176,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.43339151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"607","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7886168956756592},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7787057161331177},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6586400866508484},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.651567280292511},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5982929468154907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.54474937915802},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.5388822555541992},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4496314525604248},{"id":"https://openalex.org/keywords/facial-electromyography","display_name":"Facial electromyography","score":0.44015198945999146},{"id":"https://openalex.org/keywords/forearm","display_name":"Forearm","score":0.43541476130485535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43243199586868286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34807533025741577},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.19130271673202515},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.13265568017959595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7886168956756592},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7787057161331177},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6586400866508484},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.651567280292511},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5982929468154907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.54474937915802},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5388822555541992},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4496314525604248},{"id":"https://openalex.org/C6183727","wikidata":"https://www.wikidata.org/wiki/Q5428559","display_name":"Facial electromyography","level":3,"score":0.44015198945999146},{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.43541476130485535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43243199586868286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34807533025741577},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.19130271673202515},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.13265568017959595},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan55306.2022.9869268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan55306.2022.9869268","pdf_url":null,"source":{"id":"https://openalex.org/S4363607852","display_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics - Taiwan","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1828078770","display_name":null,"funder_award_id":"SK-TW-21-0002 (APVV-SK-TW-21-0002),APVV-15-0517","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"},{"id":"https://openalex.org/G5550856968","display_name":null,"funder_award_id":"VEGA 1/0753/20,VEGA 2/0165/21","funder_id":"https://openalex.org/F4320321779","funder_display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky"},{"id":"https://openalex.org/G6737137207","display_name":null,"funder_award_id":"109-3111-8-002-002","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"},{"id":"https://openalex.org/G7156329727","display_name":null,"funder_award_id":"KEGA 009TUKE-4/2019,KEGA 048TUKE-4/2022","funder_id":"https://openalex.org/F4320323640","funder_display_name":"Kult\u00farna a Edukacn\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR"},{"id":"https://openalex.org/G8363118729","display_name":null,"funder_award_id":"109-2221-E-027-108,110-2221-E-027-082,110-2622-8-002-018","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320321779","display_name":"Ministerstvo \u0161kolstva, vedy, v\u00fdskumu a \u0161portu Slovenskej republiky","ror":"https://ror.org/044gwpv05"},{"id":"https://openalex.org/F4320323251","display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja","ror":"https://ror.org/037nx0e70"},{"id":"https://openalex.org/F4320323640","display_name":"Kult\u00farna a Edukacn\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR","ror":"https://ror.org/044gwpv05"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2598668511","https://openalex.org/W2945812131","https://openalex.org/W3021121594","https://openalex.org/W4200026859","https://openalex.org/W6758760903"],"related_works":["https://openalex.org/W3009830040","https://openalex.org/W1979238557","https://openalex.org/W4387973783","https://openalex.org/W2409464100","https://openalex.org/W3158016233","https://openalex.org/W2565688254","https://openalex.org/W1996821747","https://openalex.org/W4281714280","https://openalex.org/W2742481880","https://openalex.org/W2065007790"],"abstract_inverted_index":{"The":[0,23,65],"recent":[1],"experience":[2],"in":[3,26,35],"the":[4,30,37,47,80,90,94],"use":[5,99],"of":[6,32,85],"virtual":[7],"reality":[8],"(VR)":[9],"technology":[10],"has":[11],"shown":[12],"that":[13,74],"users":[14],"prefer":[15],"Electromyography":[16],"(EMG)":[17],"sensor-based":[18],"controllers":[19],"over":[20],"hand":[21],"controllers.":[22],"results":[24,66],"presented":[25],"this":[27],"paper":[28],"show":[29],"potential":[31],"EMG-based":[33],"controllers,":[34],"particular":[36],"Myo":[38,95],"armband,":[39],"to":[40,78,106],"identify":[41,79],"a":[42,68],"computer":[43],"system":[44],"user.":[45],"In":[46],"first":[48],"scenario,":[49],"we":[50,75,98],"train":[51],"various":[52],"classifiers":[53],"with":[54,63,67,82],"25":[55],"keyboard":[56],"typing":[57],"movements":[58],"for":[59,102],"training":[60],"and":[61],"test":[62],"75.":[64],"1-dimensional":[69],"convolutional":[70],"neural":[71],"network":[72],"indicate":[73],"are":[76],"able":[77],"user":[81],"an":[83],"accuracy":[84,104],"93%":[86],"by":[87],"analyzing":[88],"only":[89],"EMG":[91],"data":[92],"from":[93],"armband.":[96],"When":[97],"75":[100],"moves":[101],"training,":[103],"increases":[105],"96.45%":[107],"after":[108],"cross-validation.":[109]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}