{"id":"https://openalex.org/W2808799138","doi":"https://doi.org/10.3233/jifs-169567","title":"An enhanced classification scheme with AdaBoost concept in BCI","display_name":"An enhanced classification scheme with AdaBoost concept in BCI","publication_year":2018,"publication_date":"2018-06-21","ids":{"openalex":"https://openalex.org/W2808799138","doi":"https://doi.org/10.3233/jifs-169567","mag":"2808799138"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169567","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169567","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy 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":"https://openalex.org/A5069164438","display_name":"June-Hyoung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"June-Hyoung Kim","raw_affiliation_strings":["Graduate Program, Kumoh National Inst. of Tech.1 Yangho-dong, Gumi, Gyeongbuk, Korea"],"affiliations":[{"raw_affiliation_string":"Graduate Program, Kumoh National Inst. of Tech.1 Yangho-dong, Gumi, Gyeongbuk, Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045774017","display_name":"Yeon-Mo Yang","orcid":"https://orcid.org/0000-0002-2688-302X"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeon-Mo Yang","raw_affiliation_strings":["School of Electronic Eng., Kumoh National Inst. of Tech.1 Yangho-dong, Gumi, Gyeongbuk, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Eng., Kumoh National Inst. of Tech.1 Yangho-dong, Gumi, Gyeongbuk, Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069164438"],"corresponding_institution_ids":["https://openalex.org/I113409471"],"apc_list":null,"apc_paid":null,"fwci":0.2469,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5265422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":"1","first_page":"63","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9510999917984009,"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/T10320","display_name":"Neural Networks and Applications","score":0.9368000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.8380752801895142},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7166297435760498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6876273155212402},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5620412826538086},{"id":"https://openalex.org/keywords/classification-scheme","display_name":"Classification scheme","score":0.5467575192451477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5327715277671814},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48892512917518616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35668057203292847},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2121942639350891},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1524340808391571},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0957992672920227},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07652729749679565},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.06994450092315674}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8380752801895142},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7166297435760498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6876273155212402},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5620412826538086},{"id":"https://openalex.org/C13460635","wikidata":"https://www.wikidata.org/wiki/Q85753676","display_name":"Classification scheme","level":2,"score":0.5467575192451477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5327715277671814},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48892512917518616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35668057203292847},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2121942639350891},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1524340808391571},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0957992672920227},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07652729749679565},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.06994450092315674},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169567","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169567","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1841495259","https://openalex.org/W1971029950","https://openalex.org/W2032808202","https://openalex.org/W2045983779","https://openalex.org/W2099360440","https://openalex.org/W2101629643","https://openalex.org/W2114672179","https://openalex.org/W2152119085","https://openalex.org/W2247648522","https://openalex.org/W2354225344","https://openalex.org/W2410862514","https://openalex.org/W2420782129","https://openalex.org/W2488677008","https://openalex.org/W2510304175","https://openalex.org/W2512473063","https://openalex.org/W2528208370","https://openalex.org/W4234394238"],"related_works":["https://openalex.org/W2484602794","https://openalex.org/W2113616822","https://openalex.org/W1581172184","https://openalex.org/W2049074138","https://openalex.org/W3184946188","https://openalex.org/W2071277091","https://openalex.org/W2037838815","https://openalex.org/W4283313480","https://openalex.org/W2507487828","https://openalex.org/W2005875901"],"abstract_inverted_index":{"EEG":[0],"(Electroencephalography)-based":[1],"motor":[2],"imagery":[3],"signal":[4],"classification":[5,20,42,45,92],"is":[6],"very":[7],"important":[8],"in":[9,58,91],"brain-computer":[10],"interface":[11],"(BCI)":[12],"technology.":[13],"In":[14,37],"this":[15],"paper,":[16],"we":[17],"improve":[18],"a":[19,88],"method":[21],"by":[22],"utilizing":[23],"AdaBoost,":[24],"an":[25],"extension":[26],"of":[27,32,47,65,81],"artificial":[28],"intelligence":[29],"(AI),":[30],"instead":[31],"linear":[33],"discriminant":[34],"analysis":[35],"(LDA).":[36],"order":[38],"to":[39,94],"confirm":[40],"the":[41,44,59,70,77,82],"improvement,":[43],"accuracy":[46],"LDA":[48],"and":[49,69],"AdaBoost":[50],"has":[51,73],"been":[52,74],"analyzed.":[53],"The":[54,79],"data":[55],"set":[56,63],"used":[57,75],"simulation":[60],"was":[61],"Data":[62],"III":[64],"BCI":[66],"Competition":[67],"II,":[68],"Matlab":[71],"tool":[72],"for":[76],"simulation.":[78],"results":[80],"proposed":[83],"scheme":[84],"with":[85],"Adaboost":[86],"show":[87],"dramatic":[89],"improvement":[90],"compared":[93],"that":[95],"than":[96],"LDA.":[97]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
