{"id":"https://openalex.org/W1533210288","doi":"https://doi.org/10.1109/hsi.2015.7170649","title":"Feature selection with NSGA and GAAM in EEG signals domain","display_name":"Feature selection with NSGA and GAAM in EEG signals domain","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1533210288","doi":"https://doi.org/10.1109/hsi.2015.7170649","mag":"1533210288"},"language":"en","primary_location":{"id":"doi:10.1109/hsi.2015.7170649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi.2015.7170649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 8th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031483980","display_name":"Krzysztof Lorenz","orcid":"https://orcid.org/0000-0002-2463-3916"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Lorenz","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","West Pomeranian University of Technology in Szczecin, Faculty of Computer Science and Information Technology, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]},{"raw_affiliation_string":"West Pomeranian University of Technology in Szczecin, Faculty of Computer Science and Information Technology, Poland","institution_ids":["https://openalex.org/I155313962"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062839503","display_name":"Izabela Rejer","orcid":"https://orcid.org/0000-0002-9003-4129"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Izabela Rejer","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","West Pomeranian University of Technology in Szczecin, Faculty of Computer Science and Information Technology, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]},{"raw_affiliation_string":"West Pomeranian University of Technology in Szczecin, Faculty of Computer Science and Information Technology, Poland","institution_ids":["https://openalex.org/I155313962"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I155313962"],"apc_list":null,"apc_paid":null,"fwci":0.4115,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.55596584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"58","issue":null,"first_page":"94","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9976999759674072,"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/genetic-algorithm","display_name":"Genetic algorithm","score":0.7265868186950684},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7060238122940063},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6868387460708618},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6860193014144897},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6783177852630615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.595491886138916},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5719972848892212},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5548450350761414},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49685409665107727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4960237443447113},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47303077578544617},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4295976161956787},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35843533277511597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33862605690956116},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2555312216281891},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15660151839256287}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.7265868186950684},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7060238122940063},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6868387460708618},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6860193014144897},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6783177852630615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.595491886138916},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5719972848892212},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5548450350761414},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49685409665107727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4960237443447113},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47303077578544617},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4295976161956787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35843533277511597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33862605690956116},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2555312216281891},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15660151839256287},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hsi.2015.7170649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi.2015.7170649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 8th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W136441486","https://openalex.org/W1495061682","https://openalex.org/W1553163808","https://openalex.org/W1681303028","https://openalex.org/W1808644423","https://openalex.org/W1849729440","https://openalex.org/W2019047976","https://openalex.org/W2024700907","https://openalex.org/W2106006415","https://openalex.org/W2109414107","https://openalex.org/W2110698016","https://openalex.org/W2126105956","https://openalex.org/W2135046866","https://openalex.org/W2143861446","https://openalex.org/W2160840163","https://openalex.org/W6629652716","https://openalex.org/W6638875480"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W3006936859","https://openalex.org/W1987040457","https://openalex.org/W2378502887","https://openalex.org/W2184492720"],"abstract_inverted_index":{"The":[0,53,72],"paper":[1,73],"presents":[2],"the":[3,29,39,62,80,83,89,93,97,108],"comparison":[4,54],"of":[5,79,82,107],"two":[6,50],"genetic":[7],"methods":[8],"that":[9,46],"can":[10],"be":[11],"used":[12],"for":[13,35],"feature":[14,105],"selection,":[15],"NSGA":[16],"(Nondominated":[17],"Sorting":[18],"Genetic":[19],"Algorithm)":[20],"and":[21],"GAAM":[22,103],"(genetic":[23],"algorithm":[24],"with":[25,57],"aggressive":[26],"mutation).":[27],"While":[28],"first":[30],"method":[31,45],"is":[32,42],"very":[33],"popular":[34],"optimizing":[36],"multi-objective":[37],"functions,":[38],"second":[40,63],"one":[41],"a":[43,58],"new":[44],"was":[47,55],"introduced":[48],"just":[49],"years":[51],"ago.":[52],"made":[56],"benchmark":[59],"file":[60],"from":[61],"BCI":[64],"Competition":[65],"(data":[66],"set":[67],"III":[68],"-":[69],"motor":[70],"imaginary).":[71],"compares":[74],"both":[75],"algorithms":[76],"in":[77,88,100],"terms":[78],"accuracy":[81],"classifiers":[84],"using":[85],"features":[86],"coded":[87],"individuals":[90],"returned":[91,104],"by":[92],"algorithms.":[94],"According":[95],"to":[96],"results":[98],"reported":[99],"this":[101],"paper,":[102],"sets":[106],"higher":[109],"classification":[110],"capacity.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}