{"id":"https://openalex.org/W4413300707","doi":"https://doi.org/10.1007/978-3-032-01436-8_17","title":"Optimizing Feature Extraction Methods Using Class Similarity Ratio for\u00a0EMG-Based Hand Gesture Classification","display_name":"Optimizing Feature Extraction Methods Using Class Similarity Ratio for\u00a0EMG-Based Hand Gesture Classification","publication_year":2025,"publication_date":"2025-08-18","ids":{"openalex":"https://openalex.org/W4413300707","doi":"https://doi.org/10.1007/978-3-032-01436-8_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-01436-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-01436-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5117598098","display_name":"Felicity Escarzaga","orcid":null},"institutions":[{"id":"https://openalex.org/I203172682","display_name":"Northern Arizona University","ror":"https://ror.org/0272j5188","country_code":"US","type":"education","lineage":["https://openalex.org/I203172682"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Felicity Escarzaga","raw_affiliation_strings":["Northern Arizona University, Flagstaff, Az, 86001, USA"],"affiliations":[{"raw_affiliation_string":"Northern Arizona University, Flagstaff, Az, 86001, USA","institution_ids":["https://openalex.org/I203172682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004626039","display_name":"Brian Donnelly","orcid":"https://orcid.org/0000-0002-7484-3778"},"institutions":[{"id":"https://openalex.org/I203172682","display_name":"Northern Arizona University","ror":"https://ror.org/0272j5188","country_code":"US","type":"education","lineage":["https://openalex.org/I203172682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Donnelly","raw_affiliation_strings":["Northern Arizona University, Flagstaff, Az, 86001, USA"],"affiliations":[{"raw_affiliation_string":"Northern Arizona University, Flagstaff, Az, 86001, USA","institution_ids":["https://openalex.org/I203172682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054916341","display_name":"Kyle N. Winfree","orcid":"https://orcid.org/0000-0002-3552-4803"},"institutions":[{"id":"https://openalex.org/I203172682","display_name":"Northern Arizona University","ror":"https://ror.org/0272j5188","country_code":"US","type":"education","lineage":["https://openalex.org/I203172682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Winfree","raw_affiliation_strings":["Northern Arizona University, Flagstaff, Az, 86001, USA"],"affiliations":[{"raw_affiliation_string":"Northern Arizona University, Flagstaff, Az, 86001, USA","institution_ids":["https://openalex.org/I203172682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117598098"],"corresponding_institution_ids":["https://openalex.org/I203172682"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45448858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9993000030517578,"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":0.9993000030517578,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9980999827384949,"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":0.9872999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8373415470123291},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6768022179603577},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6723684668540955},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.667851448059082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559145450592041},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5884453058242798},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5342534780502319},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5024287700653076},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4539470672607422},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.041507184505462646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373415470123291},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6768022179603577},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6723684668540955},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.667851448059082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559145450592041},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5884453058242798},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5342534780502319},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5024287700653076},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4539470672607422},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.041507184505462646}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-01436-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-01436-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2041345816","https://openalex.org/W2062715730","https://openalex.org/W2169931829","https://openalex.org/W2170613067","https://openalex.org/W2508819249","https://openalex.org/W2743862539","https://openalex.org/W2914883440","https://openalex.org/W2980709048","https://openalex.org/W2997047091","https://openalex.org/W3009326069","https://openalex.org/W3012102381","https://openalex.org/W3019335159","https://openalex.org/W3043900671","https://openalex.org/W4200427261","https://openalex.org/W4232328081","https://openalex.org/W4323569095","https://openalex.org/W4387938664","https://openalex.org/W4392229384","https://openalex.org/W4395477565","https://openalex.org/W4402450020","https://openalex.org/W4406137540"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2989699735","https://openalex.org/W3174643231"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
