{"id":"https://openalex.org/W7121273948","doi":"https://doi.org/10.1016/j.knosys.2025.115256","title":"Hand gesture recognition using temporal and spectral electromyography features and machine learning","display_name":"Hand gesture recognition using temporal and spectral electromyography features and machine learning","publication_year":2026,"publication_date":"2026-01-11","ids":{"openalex":"https://openalex.org/W7121273948","doi":"https://doi.org/10.1016/j.knosys.2025.115256"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2025.115256","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.115256","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-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":null,"display_name":"Siham Elbaz","orcid":"https://orcid.org/0009-0001-7526-0558"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Siham Elbaz","raw_affiliation_strings":["Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":"https://orcid.org/0009-0001-7526-0558","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052387229","display_name":"Said Agounad","orcid":"https://orcid.org/0000-0002-2139-9634"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Said Agounad","raw_affiliation_strings":["Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-2139-9634","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohamed Ait Yous","orcid":"https://orcid.org/0009-0000-9057-9519"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Ait Yous","raw_affiliation_strings":["Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":"https://orcid.org/0009-0000-9057-9519","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mustapha Moufassih","orcid":"https://orcid.org/0000-0002-9699-6492"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mustapha Moufassih","raw_affiliation_strings":["Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-9699-6492","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Metrology and Information Processing, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05220951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"336","issue":null,"first_page":"115256","last_page":"115256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9438999891281128,"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":0.9438999891281128,"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.020099999383091927,"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":0.007199999876320362,"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/discriminative-model","display_name":"Discriminative model","score":0.7904999852180481},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7289999723434448},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6959999799728394},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.527400016784668},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4925000071525574},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4767000079154968},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.47450000047683716},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4571000039577484}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7904999852180481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400000095367432},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7289999723434448},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6959999799728394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6772000193595886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5580000281333923},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.527400016784668},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48910000920295715},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.47450000047683716},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4571000039577484},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.42910000681877136},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.31220000982284546},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2025.115256","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.115256","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7271647453308105,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313942","display_name":"Minist\u00e8re de l'Education Nationale, de la Formation professionnelle, de l'Enseignement Sup\u00e9rieur et de la Recherche Scientifique","ror":"https://ror.org/00w9knq58"},{"id":"https://openalex.org/F4320323771","display_name":"Centre National pour la Recherche Scientifique et Technique","ror":"https://ror.org/00675rp98"},{"id":"https://openalex.org/F4320329432","display_name":"Ministry of Higher Education, Science, Research and Innovation, Thailand","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2082480549","https://openalex.org/W2898716605","https://openalex.org/W3043559739","https://openalex.org/W3044285175","https://openalex.org/W3092482093","https://openalex.org/W3112512861","https://openalex.org/W3123398926","https://openalex.org/W3151753634","https://openalex.org/W3158415928","https://openalex.org/W3174109486","https://openalex.org/W3185201038","https://openalex.org/W3205417461","https://openalex.org/W4210338971","https://openalex.org/W4284890034","https://openalex.org/W4296473128","https://openalex.org/W4386827701","https://openalex.org/W4386868114","https://openalex.org/W4388215461","https://openalex.org/W4388294378","https://openalex.org/W4389884763","https://openalex.org/W4391617522","https://openalex.org/W4391917825","https://openalex.org/W4394754123","https://openalex.org/W4394884792","https://openalex.org/W4402450020","https://openalex.org/W4404627495","https://openalex.org/W4410197448"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-01-11T00:00:00"}