{"id":"https://openalex.org/W4377101723","doi":"https://doi.org/10.1016/j.cie.2023.109300","title":"Effective Feature Selection Strategy for Supervised Classification based on an Improved Binary Aquila Optimization Algorithm","display_name":"Effective Feature Selection Strategy for Supervised Classification based on an Improved Binary Aquila Optimization Algorithm","publication_year":2023,"publication_date":"2023-05-19","ids":{"openalex":"https://openalex.org/W4377101723","doi":"https://doi.org/10.1016/j.cie.2023.109300"},"language":"en","primary_location":{"id":"doi:10.1016/j.cie.2023.109300","doi":"https://doi.org/10.1016/j.cie.2023.109300","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cie.2023.109300","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Industrial Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5033799852","display_name":"Amr A. Abd El-Mageed","orcid":"https://orcid.org/0000-0003-1544-4141","observed_orcids":["https://orcid.org/0000-0003-1544-4141"]},"institutions":[{"id":"https://openalex.org/I97455420","display_name":"Sohag University","ror":"https://ror.org/02wgx3e98","country_code":"EG","type":"education","lineage":["https://openalex.org/I97455420"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Amr A. Abd El-Mageed","raw_affiliation_strings":["Department of Information Systems, Sohag University, Sohag 82511, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1544-4141","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Sohag University, Sohag 82511, Egypt","institution_ids":["https://openalex.org/I97455420"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059775848","display_name":"Amr A. Abohany","orcid":"https://orcid.org/0000-0002-7408-5073","observed_orcids":["https://orcid.org/0000-0002-7408-5073"]},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amr A. Abohany","raw_affiliation_strings":["Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-7408-5073","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067272973","display_name":"Ahmed Elashry","orcid":"https://orcid.org/0000-0001-6618-0479","observed_orcids":["https://orcid.org/0000-0001-6618-0479"]},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Elashry","raw_affiliation_strings":["Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-6618-0479","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Kafrelsheikh University, Kafrelsheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033799852"],"corresponding_institution_ids":["https://openalex.org/I97455420"],"apc_list":{"value":3310,"currency":"USD","value_usd":3310},"apc_paid":null,"fwci":2.1479,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.89122262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"181","issue":null,"first_page":"109300","last_page":"109300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9965999722480774,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9965999722480774,"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/T10057","display_name":"Face and Expression Recognition","score":0.0006000000284984708,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.0003000000142492354,"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/feature-selection","display_name":"feature selection","score":0.996999979019165},{"id":"https://openalex.org/keywords/local-optima-avoidance","display_name":"local optima avoidance","score":0.9330000281333923},{"id":"https://openalex.org/keywords/local-search","display_name":"local search","score":0.8970000147819519},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9129999876022339},{"id":"https://openalex.org/keywords/supervised-classification","display_name":"supervised classification","score":0.9259999990463257},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8169999718666077},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9929999709129333},{"id":"https://openalex.org/keywords/benchmark-comparison","display_name":"benchmark comparison","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.6829767227172852},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6220340728759766},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.60390305519104},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5512934923171997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47895294427871704},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4730505049228668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4600292444229126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45479562878608704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36954036355018616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2925049066543579},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cie.2023.109300","doi":"https://doi.org/10.1016/j.cie.2023.109300","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cie.2023.109300","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Industrial Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1444952417","https://openalex.org/W1476700340","https://openalex.org/W1512418237","https://openalex.org/W1595159159","https://openalex.org/W1631565376","https://openalex.org/W1661871015","https://openalex.org/W1984762043","https://openalex.org/W2001422417","https://openalex.org/W2023611240","https://openalex.org/W2023924316","https://openalex.org/W2031183907","https://openalex.org/W2066650517","https://openalex.org/W2072955302","https://openalex.org/W2075779886","https://openalex.org/W2082114640","https://openalex.org/W2096166399","https://openalex.org/W2105260718","https://openalex.org/W2107941094","https://openalex.org/W2109364787","https://openalex.org/W2116415487","https://openalex.org/W2143560894","https://openalex.org/W2151554678","https://openalex.org/W2167101736","https://openalex.org/W2168081761","https://openalex.org/W2290024680","https://openalex.org/W2343420905","https://openalex.org/W2506743715","https://openalex.org/W2520618604","https://openalex.org/W2531479340","https://openalex.org/W2594341663","https://openalex.org/W2738900493","https://openalex.org/W2745443888","https://openalex.org/W2767768852","https://openalex.org/W2768434535","https://openalex.org/W2773918105","https://openalex.org/W2776226778","https://openalex.org/W2789942135","https://openalex.org/W2795896985","https://openalex.org/W2801182957","https://openalex.org/W2801536506","https://openalex.org/W2807821935","https://openalex.org/W2863268111","https://openalex.org/W2883013658","https://openalex.org/W2883341185","https://openalex.org/W2890190333","https://openalex.org/W2892145319","https://openalex.org/W2901050968","https://openalex.org/W2903472415","https://openalex.org/W2910010166","https://openalex.org/W2925507233","https://openalex.org/W2930181195","https://openalex.org/W2979457031","https://openalex.org/W2983505720","https://openalex.org/W2999173106","https://openalex.org/W3009471707","https://openalex.org/W3010521003","https://openalex.org/W3011104345","https://openalex.org/W3015461837","https://openalex.org/W3030709604","https://openalex.org/W3034644205","https://openalex.org/W3087509239","https://openalex.org/W3097132272","https://openalex.org/W3120349973","https://openalex.org/W3120740533","https://openalex.org/W3139218691","https://openalex.org/W3139484821","https://openalex.org/W3144619878","https://openalex.org/W3186962463","https://openalex.org/W4206012526","https://openalex.org/W4210275735","https://openalex.org/W4210297362","https://openalex.org/W4212966226","https://openalex.org/W4213089660","https://openalex.org/W4213361588","https://openalex.org/W4229965887","https://openalex.org/W4250503569","https://openalex.org/W4287878173","https://openalex.org/W4289080363","https://openalex.org/W4312800278","https://openalex.org/W6676889373"],"related_works":["https://openalex.org/W4392552928","https://openalex.org/W4401067561","https://openalex.org/W4386275771","https://openalex.org/W4407694329","https://openalex.org/W4395063660","https://openalex.org/W3093463563","https://openalex.org/W2889083964","https://openalex.org/W4321124047","https://openalex.org/W4385260658","https://openalex.org/W4388339937"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-05-20T00:00:00"}