{"id":"https://openalex.org/W2898369401","doi":"https://doi.org/10.1142/s0218001419580084","title":"EEG Signal Processing Based on Genetic Algorithm for Extracting Mixed Features","display_name":"EEG Signal Processing Based on Genetic Algorithm for Extracting Mixed Features","publication_year":2018,"publication_date":"2018-10-26","ids":{"openalex":"https://openalex.org/W2898369401","doi":"https://doi.org/10.1142/s0218001419580084","mag":"2898369401"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001419580084","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001419580084","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","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/A5101592621","display_name":"Yanping Li","orcid":"https://orcid.org/0000-0002-4934-2779"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanping Li","raw_affiliation_strings":["School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102325484","display_name":"Linyan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyan Wu","raw_affiliation_strings":["School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453408","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-7219-8536"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054063456","display_name":"Nuo Gao","orcid":"https://orcid.org/0000-0001-6157-6730"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuo Gao","raw_affiliation_strings":["School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049178041","display_name":"Qi Wang","orcid":"https://orcid.org/0009-0002-9931-6816"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Shandong Jianzhu University, Ji\u2019nan 250101, Shandong, P. R. China","institution_ids":["https://openalex.org/I44445938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101592621"],"corresponding_institution_ids":["https://openalex.org/I44445938"],"apc_list":null,"apc_paid":null,"fwci":0.2469,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.54307148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"33","issue":"06","first_page":"1958008","last_page":"1958008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9376000165939331,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/weighting","display_name":"Weighting","score":0.7843772768974304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7227749228477478},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7214504480361938},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6767333745956421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6620221138000488},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5677673816680908},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.532634973526001},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5273165106773376},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4317278563976288},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.4192352890968323},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.418316513299942},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16934898495674133},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.1343863606452942}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7843772768974304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7227749228477478},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7214504480361938},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6767333745956421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6620221138000488},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5677673816680908},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.532634973526001},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5273165106773376},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4317278563976288},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.4192352890968323},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.418316513299942},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16934898495674133},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.1343863606452942},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001419580084","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001419580084","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5381335623","display_name":null,"funder_award_id":"NO.2016ZDJS02A12","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"}],"funders":[{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W97381929","https://openalex.org/W1173986112","https://openalex.org/W1965969360","https://openalex.org/W1980837896","https://openalex.org/W2023335485","https://openalex.org/W2097571405","https://openalex.org/W2116308679","https://openalex.org/W2167411254","https://openalex.org/W2581060058"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2108418243","https://openalex.org/W2127804977","https://openalex.org/W164103134","https://openalex.org/W1597963452","https://openalex.org/W4220667112","https://openalex.org/W2991940298","https://openalex.org/W1486208236"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,25,38,101,117,163],"improve":[3,130],"the":[4,44,52,61,81,86,108,131,138,157,166,169],"classification":[5,23,132],"of":[6,66,91,134,149,168],"motor":[7],"imagery":[8],"EEG":[9,21,40,82,135,141],"accuracy,":[10],"this":[11,126],"paper":[12],"proposes":[13],"a":[14],"method":[15,24,30,127],"based":[16],"on":[17],"Genetic":[18],"Algorithm":[19],"(GA)":[20],"signal":[22,83],"extract":[26],"mixed":[27],"characteristics.":[28],"This":[29],"uses":[31],"wavelet":[32],"analysis":[33],"and":[34,42,60,63,80,107,137,154],"Hilbert\u2013Huang":[35],"Transform":[36],"(HHT)":[37],"analyze":[39],"signals":[41,142],"optimizes":[43],"characteristics":[45],"through":[46],"Common":[47],"Spatial":[48],"Patterns":[49],"(CSP).":[50],"Finally,":[51,156],"14":[53],"sub":[54,68],"features":[55,69],"are":[56,70],"optimized":[57],"by":[58,85],"GA,":[59],"weights":[62],"data":[64,79,93,110,150],"credibility":[65],"different":[67],"obtained.":[71],"The":[72,88],"experiment":[73],"was":[74,94],"tested":[75],"with":[76],"2003BCI":[77],"competition":[78,92],"collected":[84],"laboratory.":[87],"accuracy":[89,133],"rate":[90],"increased":[95,111],"from":[96,112,146],"about":[97,113,118],"75%":[98,119],"before":[99,115],"weighting":[100,116],"more":[102],"than":[103],"80%":[104],"after":[105,120],"weighting,":[106],"laboratory":[109],"65%":[114],"weighting.":[121],"Experimental":[122],"results":[123],"show":[124],"that":[125],"can":[128,143],"effectively":[129],"signals,":[136],"most":[139],"useful":[140],"be":[144],"extracted":[145],"large":[147],"amounts":[148],"for":[151],"feature":[152],"extraction":[153],"classification.":[155],"online":[158],"test":[159],"is":[160],"carried":[161],"out":[162],"further":[164],"verify":[165],"feasibility":[167],"method.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
