{"id":"https://openalex.org/W2948800049","doi":null,"title":"On The Classification of Hand Movements with Electromyogram Signals Obtained From Arm Muscles for Controlling Hand Prosthesis","display_name":"On The Classification of Hand Movements with Electromyogram Signals Obtained From Arm Muscles for Controlling Hand Prosthesis","publication_year":2017,"publication_date":"2017-07-27","ids":{"openalex":"https://openalex.org/W2948800049","mag":"2948800049"},"language":"en","primary_location":{"id":"pmh:oai:dergipark.org.tr:article/295539","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","pdf_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 17, Issue: 2\\n 3425-3432\\n \\n","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033894636","display_name":"Sami Ar\u0131ca","orcid":"https://orcid.org/0000-0002-3820-029X","observed_orcids":["https://orcid.org/0000-0002-3820-029X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sami Ar\u0131ca","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064442042","display_name":"Rouhollah Kian Ara","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rouhollah Kian Ara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032340408","display_name":"Kerem \u00d6zg\u00fcnen","orcid":"https://orcid.org/0000-0002-6840-6299","observed_orcids":["https://orcid.org/0000-0002-6840-6299"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kerem \u00d6zg\u00fcnen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6840-6299","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1128,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.42811839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"17","issue":"2","first_page":"3425","last_page":"3432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9994999766349792,"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":0.9994999766349792,"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":0.0,"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":0.0,"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/surface-electromyography","display_name":"surface electromyography","score":0.8690000176429749},{"id":"https://openalex.org/keywords/hand-movement-classification","display_name":"hand movement classification","score":0.8870000243186951},{"id":"https://openalex.org/keywords/myoelectric-prosthesis-control","display_name":"myoelectric prosthesis control","score":0.7559999823570251},{"id":"https://openalex.org/keywords/arm-muscles","display_name":"arm muscles","score":0.6340000033378601},{"id":"https://openalex.org/keywords/extensor-carpi-radialis","display_name":"extensor carpi radialis","score":0.7919999957084656},{"id":"https://openalex.org/keywords/palmaris-longus","display_name":"palmaris longus","score":0.9629999995231628},{"id":"https://openalex.org/keywords/pronator-quadratus","display_name":"pronator quadratus","score":1.0},{"id":"https://openalex.org/keywords/flexor-digitorum-superficialis","display_name":"flexor digitorum superficialis","score":0.9959999918937683},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"root mean square","score":0.7310000061988831},{"id":"https://openalex.org/keywords/mean-frequency","display_name":"mean frequency","score":0.9779999852180481},{"id":"https://openalex.org/keywords/peak-frequency","display_name":"dominant frequency","score":0.9779999852180481},{"id":"https://openalex.org/keywords/discrete-fourier-transform","display_name":"discrete Fourier transform","score":0.734000027179718},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8420000076293945},{"id":"https://openalex.org/keywords/finger-flexion","display_name":"finger flexion","score":0.6729999780654907},{"id":"https://openalex.org/keywords/wrist-flexion","display_name":"wrist flexion","score":0.7879999876022339},{"id":"https://openalex.org/keywords/wrist-extension","display_name":"wrist extension","score":0.8999999761581421},{"id":"https://openalex.org/keywords/pronation","display_name":"pronation","score":0.984000027179718},{"id":"https://openalex.org/keywords/supination","display_name":"supination","score":1.0}],"concepts":[{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.717211902141571},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.671693742275238},{"id":"https://openalex.org/C2776881184","wikidata":"https://www.wikidata.org/wiki/Q83360","display_name":"Thumb","level":2,"score":0.5585741400718689},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.46320903301239014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4139918386936188},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4038347899913788},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35135847330093384},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.33482518792152405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33001434803009033},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2858259379863739}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:dergipark.org.tr:article/295539","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","pdf_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 17, Issue: 2\\n 3425-3432\\n \\n","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.gov.tr:article/295539","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/iujeee/issue/30513/295539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 17, Issue: 2\\n 3425-3432\\n \\n","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:586756a17710425b95bb9285f3250a60","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/586756a17710425b95bb9285f3250a60","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,"listed_in":[],"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":"Electrica, Vol 17, Iss 2 (2019)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c0fc26deb22240ff8a886531ec581a51","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c0fc26deb22240ff8a886531ec581a51","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,"listed_in":[],"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":"Electrica, Vol 17, Iss 2 (2019)","raw_type":"article"},{"id":"mag:2948800049","doi":null,"is_oa":false,"landing_page_url":"https://app.trdizin.gov.tr/makale/TWpVNU5Ua3pNdz09/on-the-classification-of-hand-movements-with-electromyogram-signals-obtained-from-arm-muscles-for-controlling-hand-prosthesis","pdf_url":null,"source":{"id":"https://openalex.org/S4210203742","display_name":"Istanbul University - Journal of Electrical & Electronics Engineering","issn_l":"1303-0914","issn":["1303-0914","2619-9831"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","poland-20","russia-white-list-3","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Istanbul University - Journal of Electrical & Electronics Engineering","raw_type":null}],"best_oa_location":{"id":"pmh:oai:dergipark.org.tr:article/295539","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","pdf_url":"https://dergipark.org.tr/tr/pub/iujeee/issue/30513/295539","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 17, Issue: 2\\n 3425-3432\\n \\n","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948800049.pdf","grobid_xml":"https://content.openalex.org/works/W2948800049.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2004112002","https://openalex.org/W2098084380","https://openalex.org/W2112967834","https://openalex.org/W2120422653","https://openalex.org/W2146409459","https://openalex.org/W2151712763","https://openalex.org/W2152048394","https://openalex.org/W2162598089"],"related_works":["https://openalex.org/W4385485409","https://openalex.org/W3196638878","https://openalex.org/W2307558463","https://openalex.org/W3194800390","https://openalex.org/W2604611394","https://openalex.org/W2808403159","https://openalex.org/W2038415774","https://openalex.org/W4212767510","https://openalex.org/W3198226839","https://openalex.org/W3173431550"],"abstract_inverted_index":{"Electromyography":[0],"(EMG)":[1],"signals":[2,40],"are":[3,102],"outcomes":[4],"of":[5,25,33,85,180,191,211],"skeletalmuscle":[6],"activities.":[7],"In":[8],"this":[9],"study":[10,35],"EMG":[11,84,172,189],"signal":[12],"is":[13,36,108,130,166,183],"read":[14],"non-invasively":[15],"from":[16,41,43,81,110,185,203],"theskin":[17],"surface":[18],"by":[19,115,133],"placing":[20],"electrodes":[21],"on":[22],"the":[23,34,82,111,135,161,168,186,192,212,217,222,227],"skin":[24],"specified":[26],"muscle":[27,92],"(surface":[28],"EMG-":[29],"SEMG).":[30],"The":[31,61,77,106,127,150,175,195,208],"aim":[32],"to":[37,57],"generate":[38],"control":[39],"SEMGsmeasured":[42],"four":[44],"hand":[45,65,164,178,197,200],"muscles;":[46],"Extensor":[47],"carpi":[48],"radialis,":[49],"Palmaris":[50],"longus,Pronator":[51],"quadratus":[52],"and":[53,99,120,140,198,226],"Flexor":[54],"digitorum":[55],"superficialis":[56],"navigate":[58],"a":[59,86,181],"prosthetichand.":[60],"SEMGs":[62],"for":[63],"five":[64],"movements;":[66],"finger":[67],"flexion,":[68,70],"wrist":[69],"wristextension,":[71],"pronation,":[72],"supination":[73],"have":[74,79,144,152],"been":[75,153],"acquired.":[76],"features":[78,139],"beencomputed":[80],"windowed":[83],"0.512":[87],"second":[88],"interval.":[89],"From":[90],"each":[91,159],"(channel),":[93],"root":[94],"mean":[95,97],"squarevalue,":[96],"frequency":[98,101,125,129],"peak":[100,128],"employed":[103],"as":[104],"features.":[105],"meanfrequency":[107],"computed":[109],"discrete":[112],"Fourier":[113],"transform,":[114],"counting":[116],"numberof":[117],"zero":[118],"crossings":[119],"using":[121],"minimum":[122],"norm":[123],"subspace":[124],"estimationtechnique.":[126],"also":[131],"obtained":[132,233],"employing":[134],"discreteFourier":[136],"transform.":[137],"These":[138],"their":[141],"pairwise":[142],"combinations":[143],"beenclassified":[145],"with":[146],"support":[147],"vector":[148],"machine.":[149],"classifications":[151],"done":[154],"fortwo":[155],"scenarios:":[156],"1.":[157],"For":[158],"subject":[160,182],"right":[162,169,196],"(left)":[163,170],"movement":[165,179],"classifiedfrom":[167],"arm":[171,188],"data.":[173],"2.":[174],"left":[176,199],"(right)":[177],"classified":[184],"right(left)":[187],"data":[190,201],"same":[193],"subject.":[194],"recorded":[202],"two":[204],"males":[205],"andtwo":[206],"females.":[207],"average":[209],"right-handsuccess":[210],"classification":[213,230],"was":[214,232],"82.0%,":[215],"while":[216],"left-hand":[218,223],"categorization":[219],"was83.5%.":[220],"Interestingly,":[221],"versus":[224],"right-hand":[225,228],"versusleft-hand":[229],"success":[231],"65.7%.":[234]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-06-14T00:00:00"}
