{"id":"https://openalex.org/W2966757215","doi":"https://doi.org/10.1109/acitt.2019.8779861","title":"Identification of EEG Brain Waves Obtained by Emotive Device","display_name":"Identification of EEG Brain Waves Obtained by Emotive Device","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2966757215","doi":"https://doi.org/10.1109/acitt.2019.8779861","mag":"2966757215"},"language":"en","primary_location":{"id":"doi:10.1109/acitt.2019.8779861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acitt.2019.8779861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 9th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017293573","display_name":"\u0413\u0435\u043e\u0440\u0433\u0438 \u0414\u0438\u043c\u0438\u0442\u0440\u043e\u0432","orcid":"https://orcid.org/0000-0002-4785-0702"},"institutions":[{"id":"https://openalex.org/I190032430","display_name":"University of Library Studies and Information Technologies","ror":"https://ror.org/001nkz398","country_code":"BG","type":"education","lineage":["https://openalex.org/I190032430"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Georgi P. Dimitrov","raw_affiliation_strings":["Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I190032430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046110892","display_name":"\u041c\u0430\u0433\u0434\u0430\u043b\u0435\u043d\u0430 \u0413\u0430\u0440\u0432\u0430\u043d\u043e\u0432\u0430","orcid":null},"institutions":[{"id":"https://openalex.org/I190032430","display_name":"University of Library Studies and Information Technologies","ror":"https://ror.org/001nkz398","country_code":"BG","type":"education","lineage":["https://openalex.org/I190032430"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Magdalena Garvanova","raw_affiliation_strings":["Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I190032430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034197400","display_name":"Eugenia Kovatcheva","orcid":"https://orcid.org/0000-0003-0108-1271"},"institutions":[{"id":"https://openalex.org/I190032430","display_name":"University of Library Studies and Information Technologies","ror":"https://ror.org/001nkz398","country_code":"BG","type":"education","lineage":["https://openalex.org/I190032430"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Eugenia Kovatcheva","raw_affiliation_strings":["Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I190032430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068278424","display_name":"Kristian V. Aleksiev","orcid":null},"institutions":[{"id":"https://openalex.org/I190032430","display_name":"University of Library Studies and Information Technologies","ror":"https://ror.org/001nkz398","country_code":"BG","type":"education","lineage":["https://openalex.org/I190032430"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Kristian V. Aleksiev","raw_affiliation_strings":["Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University of Library Studies and Information Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I190032430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017745043","display_name":"Inna Dimitrova","orcid":"https://orcid.org/0000-0002-8480-7965"},"institutions":[{"id":"https://openalex.org/I190032430","display_name":"University of Library Studies and Information Technologies","ror":"https://ror.org/001nkz398","country_code":"BG","type":"education","lineage":["https://openalex.org/I190032430"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Inna Dimitrova","raw_affiliation_strings":["University of Library Studies and Information Technologies, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Library Studies and Information Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I190032430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8725,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72681373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"39","issue":null,"first_page":"244","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9837999939918518,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.953000009059906,"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/computer-science","display_name":"Computer science","score":0.8135970830917358},{"id":"https://openalex.org/keywords/emotive","display_name":"Emotive","score":0.7560724020004272},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7233134508132935},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5196436643600464},{"id":"https://openalex.org/keywords/brain-waves","display_name":"Brain waves","score":0.49719956517219543},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.48557040095329285},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48311591148376465},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4821550250053406},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4724453091621399},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4449363946914673},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.43105459213256836},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.4281325340270996},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.41237160563468933},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.3868715763092041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3321060538291931},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15810754895210266},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08591824769973755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135970830917358},{"id":"https://openalex.org/C2776215170","wikidata":"https://www.wikidata.org/wiki/Q5373820","display_name":"Emotive","level":2,"score":0.7560724020004272},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7233134508132935},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5196436643600464},{"id":"https://openalex.org/C2986798296","wikidata":"https://www.wikidata.org/wiki/Q60442","display_name":"Brain waves","level":3,"score":0.49719956517219543},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.48557040095329285},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48311591148376465},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4821550250053406},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4724453091621399},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4449363946914673},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.43105459213256836},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.4281325340270996},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.41237160563468933},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.3868715763092041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3321060538291931},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15810754895210266},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08591824769973755},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acitt.2019.8779861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acitt.2019.8779861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 9th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:bpos.bg:19111","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055231","display_name":"Bulgarian Portal for Open Science","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:bpos.bg:19111","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055231","display_name":"Bulgarian Portal for Open Science","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2051884096","https://openalex.org/W2059915684","https://openalex.org/W2254097717","https://openalex.org/W2529403761","https://openalex.org/W2542371477","https://openalex.org/W2793397193","https://openalex.org/W2884864811","https://openalex.org/W2887832124","https://openalex.org/W2899118870","https://openalex.org/W2946029702","https://openalex.org/W6762548726"],"related_works":["https://openalex.org/W3004257401","https://openalex.org/W603725405","https://openalex.org/W2400714696","https://openalex.org/W4392942672","https://openalex.org/W2885242265","https://openalex.org/W179870901","https://openalex.org/W1154348509","https://openalex.org/W3182451536","https://openalex.org/W162951483","https://openalex.org/W2776643929"],"abstract_inverted_index":{"The":[0,79,118],"Brain-Computer":[1],"Interfaces":[2],"(BCI)":[3],"is":[4,64,84],"a":[5,35,163],"technology":[6],"that":[7,156],"allows":[8],"users":[9],"to":[10,13,23,38,49,91,98],"submit":[11],"command":[12,37],"devices":[14],"by":[15],"focusing":[16],"on":[17],"which":[18,70],"action":[19],"the":[20,39,42,55,59,65,76,85,121,124,138,165,169],"user":[21],"wants":[22],"do.":[24],"Using":[25],"appropriate":[26],"classification":[27,93],"methods,":[28],"brainwaves":[29],"data":[30,141,152],"can":[31,135,147],"be":[32],"used":[33],"as":[34],"digital":[36],"computer,":[40],"eliminating":[41],"need":[43,125],"from":[44,88,131,153],"classic":[45],"GUI":[46],"and":[47,97,168],"commands":[48,174],"control":[50],"devices.":[51,133],"But":[52],"one":[53,89],"of":[54,61,68,81,120,128,140,151,171],"main":[56],"problems":[57],"in":[58],"processing":[60,144,150,166],"these":[62],"signals":[63,71,96,129],"preliminary":[66,92],"determination":[67],"exactly":[69],"carry":[72],"useful":[73],"information":[74],"containing":[75],"necessary":[77],"commands.":[78],"purpose":[80],"this":[82,108],"study":[83,122],"show":[86,123],"result":[87],"approach":[90],"brain":[94],"wave":[95],"distinguish":[99],"them":[100],"with":[101],"great":[102],"precision":[103],"when":[104],"performing":[105],"activities.":[106],"In":[107],"research,":[109],"we":[110,146],"use":[111],"an":[112],"EMOTIV":[113],"Epoc":[114],"(14":[115],"channel)":[116],"device.":[117],"results":[119],"for":[126,142],"pre-processing":[127],"coming":[130],"BCI":[132],"This":[134],"significantly":[136],"reduce":[137],"amount":[139],"further":[143,149],"since":[145],"exclude":[148],"those":[154],"channels":[155],"do":[157],"not":[158],"contain":[159],"important":[160],"information.":[161],"As":[162],"result,":[164],"speed":[167],"percentage":[170],"correct":[172],"recognizable":[173],"increase.":[175]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}