{"id":"https://openalex.org/W2254097717","doi":"https://doi.org/10.1016/j.procs.2015.12.140","title":"EEG Wave Identification in Human Brain with Emotiv EPOC for Motor Imagery","display_name":"EEG Wave Identification in Human Brain with Emotiv EPOC for Motor Imagery","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2254097717","doi":"https://doi.org/10.1016/j.procs.2015.12.140","mag":"2254097717"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2015.12.140","doi":"https://doi.org/10.1016/j.procs.2015.12.140","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2015.12.140","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050915036017/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S1877050915036017/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063946139","display_name":"Muhammad Noor Fakhruzzaman","orcid":"https://orcid.org/0000-0002-9981-0809","observed_orcids":["https://orcid.org/0000-0002-9981-0809"]},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Institut Teknologi Sepuluh Nopember","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Muhammad N. Fakhruzzaman","raw_affiliation_strings":["Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035922042","display_name":"Edwin Riksakomara","orcid":"https://orcid.org/0000-0002-5008-5319","observed_orcids":["https://orcid.org/0000-0002-5008-5319"]},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Institut Teknologi Sepuluh Nopember","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Edwin Riksakomara","raw_affiliation_strings":["Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001154916","display_name":"Hatma Suryotrisongko","orcid":"https://orcid.org/0000-0001-7792-6379","observed_orcids":["https://orcid.org/0000-0001-7792-6379"]},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Institut Teknologi Sepuluh Nopember","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hatma Suryotrisongko","raw_affiliation_strings":["Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department in Institut Teknologi Sepuluh Nopember, Surabaya,60117,Indonesia","institution_ids":["https://openalex.org/I166843116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063946139"],"corresponding_institution_ids":["https://openalex.org/I166843116"],"apc_list":null,"apc_paid":null,"fwci":5.0584,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"269","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0,"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":0.0,"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/brain-computer-interface","display_name":"brain-computer interface","score":0.9490000009536743},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"motor imagery","score":0.9810000061988831},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.5389999747276306},{"id":"https://openalex.org/keywords/emotiv-epoc","display_name":"Emotiv EPOC","score":0.9959999918937683},{"id":"https://openalex.org/keywords/openvibe","display_name":"OpenViBE","score":0.8939999938011169}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9420738220214844},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.8153190612792969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7847892045974731},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6710416674613953},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5862258672714233},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5536820292472839},{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.5187009572982788},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4772091507911682},{"id":"https://openalex.org/C2986798296","wikidata":"https://www.wikidata.org/wiki/Q60442","display_name":"Brain waves","level":3,"score":0.43813031911849976},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41335412859916687},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13437983393669128},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12668943405151367},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2015.12.140","doi":"https://doi.org/10.1016/j.procs.2015.12.140","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2015.12.140","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050915036017/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2015.12.140","doi":"https://doi.org/10.1016/j.procs.2015.12.140","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2015.12.140","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050915036017/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2254097717.pdf","grobid_xml":"https://content.openalex.org/works/W2254097717.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1482432820","https://openalex.org/W2002902937","https://openalex.org/W2091053014","https://openalex.org/W2095607795","https://openalex.org/W2106006415","https://openalex.org/W2110863214","https://openalex.org/W2113019943","https://openalex.org/W2117550950","https://openalex.org/W2138378368","https://openalex.org/W2149690083","https://openalex.org/W2149857318"],"related_works":["https://openalex.org/W2313550333","https://openalex.org/W2908538095","https://openalex.org/W3155437410","https://openalex.org/W2111841470","https://openalex.org/W2734851674","https://openalex.org/W2983951880","https://openalex.org/W2101672699","https://openalex.org/W6903876603","https://openalex.org/W2807467049","https://openalex.org/W2420782129"],"abstract_inverted_index":{"Brain":[0,142],"Computer":[1],"Interfaces,":[2],"abbreviated":[3],"as":[4,60,99,138,155,167],"BCI,":[5],"is":[6,38,49,123,144,172,187,204,225,254],"a":[7,61,90,100,115,126,156,210,315],"technology":[8],"which":[9,20,30,128],"allows":[10],"users":[11],"to":[12,25,42,54,103,112,158,179,188],"take":[13],"action":[14,21,70,111],"in":[15,114,206,227,235],"computer":[16,168],"by":[17,32,81,146],"focusing":[18],"on":[19],"the":[22,45,63,69,106,119,153,175,242],"user":[23],"wants":[24],"do.":[26],"BCI":[27,82,150,177,191,232],"processes":[28],"brainwave":[29,197],"recorded":[31,145],"means":[33],"of":[34,76,108,118,174,184,212,251,262],"electroencephalography":[35,147],"so":[36,83,148],"it":[37],"can":[39,78,86,96,151,192,216,313],"be":[40,79,87,97,217,314],"known":[41],"computers.":[43],"Inside":[44],"brain,":[46],"nerve":[47],"impulses":[48],"passed":[50],"across":[51],"corresponding":[52],"nerves":[53],"command":[55,102],"body":[56,65],"part":[57,66],"into":[58,162],"action,":[59],"result,":[62],"respective":[64],"responded":[67],"with":[68,209,245,269,275,281,287,293,300],"that":[71,84,149,310],"brain":[72,131,160],"commanded.":[73],"This":[74],"chain":[75],"events":[77],"harnessed":[80],"brainwaves":[85,94],"acquired.":[88],"Using":[89],"proper":[91],"classification":[92],"method,":[93],"data":[95,154],"used":[98,205,218,226,255],"digital":[101],"computer,":[104],"eliminating":[105],"need":[107],"actual":[109,163],"real-world":[110],"act":[113],"computer.":[116],"One":[117],"BCI's":[120],"interesting":[121],"topic":[122,127],"Motor":[124,220],"Imagery,":[125],"deeply":[129],"examine":[130],"activity":[132,136,143,161,165],"when":[133,198],"imagining":[134],"motoric":[135],"such":[137],"moving":[139],"left":[140],"hand.":[141],"use":[152],"reference":[157],"translate":[159],"motor":[164,323],"or":[166],"trigger.":[169],"Emotiv":[170,202,214,311],"EPOC":[171,203,215,312],"one":[173],"common":[176],"distributed":[178],"public":[180],"users.":[181],"The":[182,259,304],"purpose":[183,211],"this":[185,207,228,307],"research":[186,208,308],"determine":[189],"how":[190],"identify":[193],"and":[194,239,297],"distinguish":[195],"human's":[196],"performing":[199],"different":[200],"activities.":[201],"whether":[213],"for":[219,256,321],"Imagery.":[221],"A":[222,249],"simple":[223],"method":[224],"research,":[229],"using":[230],"Graz":[231],"scenario":[233,267,273,279,285,291,298],"provided":[234],"OpenVibe":[236],"installation":[237],"bundle":[238],"then":[240],"assess":[241],"test":[243],"results":[244],"5":[246,292],"seconds":[247],"timeframe.":[248],"total":[250],"6":[252,264,299],"scenarios":[253,265],"testing":[257],"purpose.":[258],"success":[260,271,277,283,289,295,302],"rates":[261],"those":[263],"are:":[266],"1":[268],"76,67%":[270,301],"rate,":[272,278,284,290,296],"2":[274],"91,67%":[276],"3":[280],"28,33%":[282],"4":[286],"13,33%":[288],"60%":[294],"rate.":[303],"result":[305],"from":[306],"indicates":[309],"possible":[316],"option":[317],"but":[318],"not":[319],"recommended":[320],"implementing":[322],"imagery":[324],"application.":[325]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
