{"id":"https://openalex.org/W4414012664","doi":"https://doi.org/10.1007/s10115-025-02515-1","title":"Optimizing feature selection with genetic algorithms: a review of methods and applications","display_name":"Optimizing feature selection with genetic algorithms: a review of methods and applications","publication_year":2025,"publication_date":"2025-09-05","ids":{"openalex":"https://openalex.org/W4414012664","doi":"https://doi.org/10.1007/s10115-025-02515-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-025-02515-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02515-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information 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/A5045519785","display_name":"Zhila Yaseen Taha","orcid":null},"institutions":[{"id":"https://openalex.org/I32706565","display_name":"Soran University","ror":"https://ror.org/03k9q0e81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I32706565"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Zhila Yaseen Taha","raw_affiliation_strings":["Computer Science Department, Faculty of Science, Soran University, Soran, Erbil, Kurdistan, Iraq"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Science, Soran University, Soran, Erbil, Kurdistan, Iraq","institution_ids":["https://openalex.org/I32706565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038294530","display_name":"Abdulhady Abas Abdullah","orcid":"https://orcid.org/0009-0007-5508-9371"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]},{"id":"https://openalex.org/I32706565","display_name":"Soran University","ror":"https://ror.org/03k9q0e81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I32706565"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Abdulhady Abas Abdullah","raw_affiliation_strings":["Artificial Intelligence and Innovation Centre, University of Kurdistan Hewler, Erbil, Iraq","Computer Science Department, Faculty of Science, Soran University, Soran, Erbil, Kurdistan, Iraq"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Innovation Centre, University of Kurdistan Hewler, Erbil, Iraq","institution_ids":["https://openalex.org/I3151615967"]},{"raw_affiliation_string":"Computer Science Department, Faculty of Science, Soran University, Soran, Erbil, Kurdistan, Iraq","institution_ids":["https://openalex.org/I32706565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik A. Rashid","orcid":"https://orcid.org/0000-0002-8661-258X"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["Artificial Intelligence and Innovation Centre, University of Kurdistan Hewler, Erbil, Iraq","Computer Science and Engineering Department, University of Kurdistan Hewl\u00ear, Hewler, Kurdistan, Iraq"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Innovation Centre, University of Kurdistan Hewler, Erbil, Iraq","institution_ids":["https://openalex.org/I3151615967"]},{"raw_affiliation_string":"Computer Science and Engineering Department, University of Kurdistan Hewl\u00ear, Hewler, Kurdistan, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045519785"],"corresponding_institution_ids":["https://openalex.org/I32706565"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":27.3337,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99486873,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"67","issue":"11","first_page":"9739","last_page":"9778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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":0.9984999895095825,"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/T10320","display_name":"Neural Networks and Applications","score":0.9973999857902527,"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":0.9972000122070312,"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/feature-selection","display_name":"Feature selection","score":0.7208607196807861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6000707149505615},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5703413486480713},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.522864818572998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5057780742645264},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48987454175949097},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4803248941898346},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.4693661034107208},{"id":"https://openalex.org/keywords/truncation-selection","display_name":"Truncation selection","score":0.46201837062835693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3881962299346924},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37681347131729126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32868534326553345},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.12582498788833618}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7208607196807861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6000707149505615},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5703413486480713},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.522864818572998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5057780742645264},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48987454175949097},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4803248941898346},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.4693661034107208},{"id":"https://openalex.org/C106284839","wikidata":"https://www.wikidata.org/wiki/Q7847936","display_name":"Truncation selection","level":3,"score":0.46201837062835693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3881962299346924},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37681347131729126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32868534326553345},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.12582498788833618},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-025-02515-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02515-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W561423426","https://openalex.org/W2573137292","https://openalex.org/W2604162004","https://openalex.org/W2736793217","https://openalex.org/W2765206832","https://openalex.org/W2794866761","https://openalex.org/W2902145204","https://openalex.org/W2966634653","https://openalex.org/W2979619501","https://openalex.org/W2985298645","https://openalex.org/W2993147598","https://openalex.org/W3005054504","https://openalex.org/W3005215287","https://openalex.org/W3011603487","https://openalex.org/W3035047407","https://openalex.org/W3046117839","https://openalex.org/W3049322781","https://openalex.org/W3084996758","https://openalex.org/W3093873961","https://openalex.org/W3132451580","https://openalex.org/W3133586392","https://openalex.org/W3135827098","https://openalex.org/W3185646173","https://openalex.org/W3189826552","https://openalex.org/W3198200730","https://openalex.org/W4200506962","https://openalex.org/W4206708161","https://openalex.org/W4224222011","https://openalex.org/W4249545506","https://openalex.org/W4254460084","https://openalex.org/W4283593236","https://openalex.org/W4285304668","https://openalex.org/W4289361794","https://openalex.org/W4296966925","https://openalex.org/W4320491339","https://openalex.org/W4323967384","https://openalex.org/W4361292005","https://openalex.org/W4393259290","https://openalex.org/W4396712810","https://openalex.org/W4401502924","https://openalex.org/W4405386671","https://openalex.org/W4405847573"],"related_works":["https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W1985405911","https://openalex.org/W2355676621","https://openalex.org/W2361978647","https://openalex.org/W597170868","https://openalex.org/W2168825483","https://openalex.org/W2521797462","https://openalex.org/W2378502887","https://openalex.org/W2496880329"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
