{"id":"https://openalex.org/W3091313270","doi":"https://doi.org/10.1109/acit49673.2020.9208944","title":"Increasing the Classification Accuracy of EEG based Brain-computer Interface Signals","display_name":"Increasing the Classification Accuracy of EEG based Brain-computer Interface Signals","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3091313270","doi":"https://doi.org/10.1109/acit49673.2020.9208944","mag":"3091313270"},"language":"en","primary_location":{"id":"doi:10.1109/acit49673.2020.9208944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit49673.2020.9208944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-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":"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 Dimitrov","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053546720","display_name":"Pavel Petrov","orcid":"https://orcid.org/0000-0002-1284-2606"},"institutions":[{"id":"https://openalex.org/I124938932","display_name":"University of Economics Varna","ror":"https://ror.org/03g67sb77","country_code":"BG","type":"education","lineage":["https://openalex.org/I124938932"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Pavel Petrov","raw_affiliation_strings":["University of Economics, Varna, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Economics, Varna, Bulgaria","institution_ids":["https://openalex.org/I124938932"]}]},{"author_position":"middle","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026957675","display_name":"Galina Panayotova","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":"Galina Panayotova","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073011163","display_name":"Ivan Garvanov","orcid":"https://orcid.org/0000-0003-3113-1751"},"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":"Ivan Garvanov","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"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Olexiy Bychkov","orcid":null},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olexiy Bychkov","raw_affiliation_strings":["Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"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":["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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072972208","display_name":"Pepa Petrova","orcid":"https://orcid.org/0000-0002-0560-0094"},"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":"Pepa Petrova","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":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6853,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67956254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"386","last_page":"390"},"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":0.9746000170707703,"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":0.9376999735832214,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8270425796508789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7256260514259338},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6464826464653015},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5720012187957764},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5671752095222473},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5527127385139465},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.48693668842315674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42228731513023376},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.41359880566596985},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4107934534549713},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40253937244415283},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37619107961654663},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1270710527896881},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0978916585445404}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8270425796508789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7256260514259338},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6464826464653015},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5720012187957764},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5671752095222473},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5527127385139465},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.48693668842315674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42228731513023376},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.41359880566596985},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4107934534549713},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40253937244415283},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37619107961654663},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1270710527896881},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0978916585445404},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit49673.2020.9208944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit49673.2020.9208944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1560835815","https://openalex.org/W1572440286","https://openalex.org/W2008060633","https://openalex.org/W2051884096","https://openalex.org/W2059915684","https://openalex.org/W2075647286","https://openalex.org/W2108554060","https://openalex.org/W2151669316","https://openalex.org/W2254097717","https://openalex.org/W2529403761","https://openalex.org/W2542371477","https://openalex.org/W2793397193","https://openalex.org/W2794345050","https://openalex.org/W2884864811","https://openalex.org/W2887832124","https://openalex.org/W2899118870","https://openalex.org/W2946029702","https://openalex.org/W2966757215","https://openalex.org/W6652332159","https://openalex.org/W6762548726"],"related_works":["https://openalex.org/W2146473982","https://openalex.org/W2524028122","https://openalex.org/W2766064202","https://openalex.org/W4313468635","https://openalex.org/W1531232318","https://openalex.org/W1999458043","https://openalex.org/W632278896","https://openalex.org/W3152327681","https://openalex.org/W3096931193","https://openalex.org/W2897459518"],"abstract_inverted_index":{"In":[0,38],"the":[1,4,28,44,51,54,79],"recent":[2],"years":[3],"attention":[5],"to":[6,96],"Brain-Computer":[7],"Interface":[8],"(BCI)":[9],"devices":[10],"and":[11],"their":[12],"potential":[13],"for":[14],"decoding":[15],"human":[16,57],"brain":[17,58],"signals":[18],"have":[19],"risen":[20],"considerably.":[21],"The":[22,69,76],"achieved":[23],"results":[24,77],"find":[25],"application":[26],"in":[27,73,85,105],"spheres":[29],"of":[30,46,53,56,78,99],"medicine,":[31],"Smart":[32],"IoT,":[33],"machinery":[34],"management,":[35],"automobiles":[36],"etc.":[37],"this":[39],"article":[40],"our":[41],"team":[42],"research":[43,80],"impact":[45],"additional":[47,89],"visual":[48,90],"stimulation":[49,91],"on":[50],"accuracy":[52,98],"classification":[55,102],"signals.":[59],"Experimental":[60],"data":[61,70],"is":[62,71,92],"obtained":[63],"by":[64],"using":[65],"Emotiv":[66],"Epoc":[67],"14+.":[68],"processed":[72],"OpenVibe":[74],"platform.":[75],"show":[81],"considerable":[82],"quality":[83],"improvement":[84],"classifier":[86],"training":[87],"when":[88,103],"introduced.":[93],"This":[94],"leads":[95],"improved":[97],"incoming":[100],"signal":[101],"applied":[104],"practice.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
