{"id":"https://openalex.org/W4220825763","doi":"https://doi.org/10.3390/s22052007","title":"A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal","display_name":"A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal","publication_year":2022,"publication_date":"2022-03-04","ids":{"openalex":"https://openalex.org/W4220825763","doi":"https://doi.org/10.3390/s22052007","pmid":"https://pubmed.ncbi.nlm.nih.gov/35271154"},"language":"en","primary_location":{"id":"doi:10.3390/s22052007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052007","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2007/pdf?version=1646379910","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/5/2007/pdf?version=1646379910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mehmet Baygin","orcid":"https://orcid.org/0000-0002-5258-754X"},"institutions":[{"id":"https://openalex.org/I133229071","display_name":"Ardahan University","ror":"https://ror.org/042ejbk14","country_code":"TR","type":"education","lineage":["https://openalex.org/I133229071"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Baygin","raw_affiliation_strings":["Department of Computer Engineering, College of Engineering, Ardahan University, Ardahan 75000, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-5258-754X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Engineering, Ardahan University, Ardahan 75000, Turkey","institution_ids":["https://openalex.org/I133229071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016221020","display_name":"Prabal Datta Barua","orcid":"https://orcid.org/0000-0001-5117-8333"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prabal Datta Barua","raw_affiliation_strings":["Cogninet Brain Team, Cogninet Australia, Sydney, NSW 2010, Australia","Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW 2007, Australia","School of Business (Information System), University of Southern Queensland, Toowoomba, QLD 4350, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5117-8333","affiliations":[{"raw_affiliation_string":"Cogninet Brain Team, Cogninet Australia, Sydney, NSW 2010, Australia","institution_ids":[]},{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Business (Information System), University of Southern Queensland, Toowoomba, QLD 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040772000","display_name":"\u015eeng\u00fcl Do\u011fan","orcid":"https://orcid.org/0000-0001-9677-5684"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sengul Dogan","raw_affiliation_strings":["Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig 23119, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9677-5684","affiliations":[{"raw_affiliation_string":"Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig 23119, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067752341","display_name":"T\u00fcrker Tuncer","orcid":"https://orcid.org/0000-0002-5126-6445"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Turker Tuncer","raw_affiliation_strings":["Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig 23119, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-5126-6445","affiliations":[{"raw_affiliation_string":"Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig 23119, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021644460","display_name":"Sefa Key","orcid":"https://orcid.org/0000-0003-3620-936X"},"institutions":[{"id":"https://openalex.org/I1303077703","display_name":"Ministry of Health","ror":"https://ror.org/00pkvys92","country_code":"TR","type":"government","lineage":["https://openalex.org/I1303077703"]},{"id":"https://openalex.org/I147699246","display_name":"Bing\u00f6l University","ror":"https://ror.org/03hx84x94","country_code":"TR","type":"education","lineage":["https://openalex.org/I147699246"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sefa Key","raw_affiliation_strings":["Department of Orthopedics and Traumatology, Bing\u00f6l State Hospital, Ministry of Health, Bing\u00f6l 12000, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopedics and Traumatology, Bing\u00f6l State Hospital, Ministry of Health, Bing\u00f6l 12000, Turkey","institution_ids":["https://openalex.org/I147699246","https://openalex.org/I1303077703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]},{"id":"https://openalex.org/I8696757","display_name":"Singapore University of Social Sciences","ror":"https://ror.org/01s57k749","country_code":"SG","type":"education","lineage":["https://openalex.org/I8696757"]}],"countries":["SG","TW"],"is_corresponding":true,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Department of Biomedical Engineering, School of Science and Technology, SUSS University, Singapore 599494, Singapore","Department of Biomedical Informatics and Medical Engineering, Asia University, Taichung 41354, Taiwan","Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore 599489, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2689-8552","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Science and Technology, SUSS University, Singapore 599494, Singapore","institution_ids":["https://openalex.org/I8696757"]},{"raw_affiliation_string":"Department of Biomedical Informatics and Medical Engineering, Asia University, Taichung 41354, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022778275","display_name":"Kang Hao Cheong","orcid":"https://orcid.org/0000-0002-4475-5451"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kang Hao Cheong","raw_affiliation_strings":["Science, Mathematics and Technology Cluster, Singapore University of Technology and Design, Singapore 487372, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4475-5451","affiliations":[{"raw_affiliation_string":"Science, Mathematics and Technology Cluster, Singapore University of Technology and Design, Singapore 487372, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5022778275","https://openalex.org/A5074179735"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I152815399","https://openalex.org/I58236372","https://openalex.org/I8696757"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.0631,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.86071677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"2007","last_page":"2007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9919000267982483,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7642569541931152},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7260617613792419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7125157117843628},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6910058259963989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6490739583969116},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.6291689276695251},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5272858738899231},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4690476059913635},{"id":"https://openalex.org/keywords/frustum","display_name":"Frustum","score":0.42827755212783813},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4206874370574951},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2149726152420044}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7642569541931152},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7260617613792419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7125157117843628},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6910058259963989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490739583969116},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.6291689276695251},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5272858738899231},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4690476059913635},{"id":"https://openalex.org/C97402662","wikidata":"https://www.wikidata.org/wiki/Q846235","display_name":"Frustum","level":2,"score":0.42827755212783813},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4206874370574951},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2149726152420044},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22052007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052007","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2007/pdf?version=1646379910","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:35271154","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35271154","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b0f78ee32d0f407f923e2b83603cf1d8","is_oa":true,"landing_page_url":"https://doaj.org/article/b0f78ee32d0f407f923e2b83603cf1d8","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":"Sensors, Vol 22, Iss 5, p 2007 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/5/2007/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22052007","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 5; Pages: 2007","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8914690","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8914690","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22052007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052007","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2007/pdf?version=1646379910","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220825763.pdf","grobid_xml":"https://content.openalex.org/works/W4220825763.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1598808445","https://openalex.org/W1981173169","https://openalex.org/W2009438399","https://openalex.org/W2013463953","https://openalex.org/W2026871377","https://openalex.org/W2027912288","https://openalex.org/W2028560166","https://openalex.org/W2044628302","https://openalex.org/W2109019975","https://openalex.org/W2112797878","https://openalex.org/W2117171058","https://openalex.org/W2133530044","https://openalex.org/W2432436793","https://openalex.org/W2588574667","https://openalex.org/W2591690220","https://openalex.org/W2599550197","https://openalex.org/W2762706434","https://openalex.org/W2787819222","https://openalex.org/W2887983676","https://openalex.org/W2894196902","https://openalex.org/W2895859720","https://openalex.org/W2912475367","https://openalex.org/W2915722752","https://openalex.org/W2947553765","https://openalex.org/W2964830188","https://openalex.org/W2966907001","https://openalex.org/W2966949208","https://openalex.org/W2972073716","https://openalex.org/W2999062364","https://openalex.org/W3004043020","https://openalex.org/W3004123089","https://openalex.org/W3004881883","https://openalex.org/W3008514739","https://openalex.org/W3011275915","https://openalex.org/W3015258288","https://openalex.org/W3020587741","https://openalex.org/W3022172938","https://openalex.org/W3022387615","https://openalex.org/W3028461828","https://openalex.org/W3048596150","https://openalex.org/W3110649289","https://openalex.org/W3157969512","https://openalex.org/W6758514963"],"related_works":["https://openalex.org/W2065795160","https://openalex.org/W2047933837","https://openalex.org/W2090425280","https://openalex.org/W4289815017","https://openalex.org/W2902617670","https://openalex.org/W2347325618","https://openalex.org/W4297193075","https://openalex.org/W3147274046","https://openalex.org/W3042714562","https://openalex.org/W2470216081"],"abstract_inverted_index":{"Recently,":[0],"deep":[1],"models":[2,195],"have":[3,18,72,211],"been":[4,73,168,212],"very":[5],"popular":[6],"because":[7],"they":[8],"achieve":[9,201],"excellent":[10],"performance":[11,217],"with":[12],"many":[13],"classification":[14,32,203,240,250],"problems.":[15],"Deep":[16],"networks":[17],"high":[19,98,202],"computational":[20],"complexities":[21],"and":[22,79,84,138,160,225,231,238],"require":[23],"specific":[24],"hardware.":[25],"To":[26,96],"overcome":[27],"this":[28,42,76,129,191,206],"problem":[29],"(without":[30],"decreasing":[31],"ability),":[33],"a":[34,62,85],"hand-modeled":[35],"feature":[36,48,87,112,116,126,135,142,148,158],"selection":[37],"method":[38],"is":[39,50,90,107,120,223],"proposed":[40],"in":[41,75,182,190],"paper.":[43],"A":[44],"new":[45],"shape-based":[46],"local":[47],"extractor":[49],"presented":[51,110,194,221],"which":[52],"uses":[53],"the":[54,58,124,133,140,146,156,216,227],"geometric":[55],"shape":[56],"of":[57,218],"frustum.":[59],"By":[60],"using":[61,242],"frustum":[63],"pattern,":[64],"textural":[65],"features":[66,71,81,93,232],"are":[67,82,94,163,179,187],"generated.":[68],"Moreover,":[69],"statistical":[70],"extracted":[74],"model.":[77],"Textures":[78],"statistics":[80],"fused,":[83],"hybrid":[86,111],"extraction":[88],"phase":[89],"obtained;":[91],"these":[92],"low-level.":[95],"generate":[97],"level":[99],"features,":[100],"tunable":[101],"Q":[102],"factor":[103],"wavelet":[104],"transform":[105],"(TQWT)":[106],"used.":[108,165],"The":[109,193,220],"generator":[113],"creates":[114],"154":[115],"vectors;":[117],"hence,":[118],"it":[119],"named":[121],"Frustum154.":[122,219],"In":[123,205],"multilevel":[125],"creation":[127],"phase,":[128],"model":[130,222],"can":[131,248],"select":[132],"appropriate":[134,147],"vectors":[136],"automatically":[137],"create":[139],"final":[141],"vector":[143],"by":[144],"merging":[145],"vectors.":[149],"Iterative":[150],"neighborhood":[151],"component":[152],"analysis":[153],"(INCA)":[154],"chooses":[155],"best":[157],"vector,":[159],"shallow":[161,243],"classifiers":[162],"then":[164],"Frustum154":[166,247],"has":[167],"tested":[169],"on":[170],"three":[171,208],"basic":[172],"hand-movement":[173],"sEMG":[174,177,209],"datasets.":[175],"Hand-movement":[176],"datasets":[178,210],"commonly":[180],"used":[181,213],"biomedical":[183],"engineering,":[184],"but":[185],"there":[186],"some":[188],"problems":[189],"area.":[192],"generally":[196],"required":[197],"one":[198],"dataset":[199],"to":[200,214],"ability.":[204],"work,":[207],"test":[215],"self-organized":[224],"selects":[226],"most":[228],"informative":[229],"subbands":[230],"automatically.":[233],"It":[234],"achieved":[235],"98.89%,":[236],"94.94%,":[237],"95.30%":[239],"accuracies":[241],"classifiers,":[244],"indicating":[245],"that":[246],"improve":[249],"accuracy.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
