{"id":"https://openalex.org/W4406137936","doi":"https://doi.org/10.1109/access.2025.3526640","title":"Multi-Population Kidney-Inspired Algorithm With Migration Policy Selections for Feature Selection Problems","display_name":"Multi-Population Kidney-Inspired Algorithm With Migration Policy Selections for Feature Selection Problems","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406137936","doi":"https://doi.org/10.1109/access.2025.3526640"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3526640","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3526640","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3526640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087432382","display_name":"Najmeh Sadat Jaddi","orcid":"https://orcid.org/0000-0002-3802-6164"},"institutions":[{"id":"https://openalex.org/I4210094141","display_name":"University of Iranians","ror":"https://ror.org/00n55wf36","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210094141"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Najmeh Sadat Jaddi","raw_affiliation_strings":["Faculty of Computer Engineering, Iranian eUniversity, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3802-6164","affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering, Iranian eUniversity, Tehran, Iran","institution_ids":["https://openalex.org/I4210094141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702092","display_name":"Salwani Abdullah","orcid":"https://orcid.org/0000-0003-0037-841X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salwani Abdullah","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0037-841X","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069629393","display_name":"Say Leng Goh","orcid":"https://orcid.org/0000-0003-4562-2519"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Say Leng Goh","raw_affiliation_strings":["Optimization and Visual Analytics Research Group, Faculty of Computing and Informatics, Universiti Malaysia Sabah Kampus Antarabangsa Labuan, Labuan, Malaysia","Faculty of Computing and Informatics, Optimisation and Visual Analytics Research Group, Universiti Malaysia Sabah Kampus Antarabangsa Labuan, Labuan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Optimization and Visual Analytics Research Group, Faculty of Computing and Informatics, Universiti Malaysia Sabah Kampus Antarabangsa Labuan, Labuan, Malaysia","institution_ids":["https://openalex.org/I161371597"]},{"raw_affiliation_string":"Faculty of Computing and Informatics, Optimisation and Visual Analytics Research Group, Universiti Malaysia Sabah Kampus Antarabangsa Labuan, Labuan, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103036102","display_name":"Mohd Zakree Ahmad Nazri","orcid":"https://orcid.org/0000-0003-2267-4965"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Zakree Ahmad Nazri","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2267-4965","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068386927","display_name":"Zalinda Othman","orcid":"https://orcid.org/0000-0001-9142-3612"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zalinda Othman","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9142-3612","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720361","display_name":"Mohammad Kamrul Hasan","orcid":"https://orcid.org/0000-0001-5511-0205"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Kamrul Hasan","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","Faculty of Information Science and Technology, Center for Cyber Security, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5511-0205","affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Cyber Security, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093461305","display_name":"Fatemeh Alvankarian","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatemeh Alvankarian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA","Department of Electrical &#x0026; Computer Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Electrical &#x0026; Computer Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5087432382"],"corresponding_institution_ids":["https://openalex.org/I4210094141"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":10.8141,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97829121,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"6306","last_page":"6320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.8507999777793884,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.8507999777793884,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.7853999733924866,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7176162004470825},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6608102917671204},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5784376859664917},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5293187499046326},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5259640216827393},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.46041518449783325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4186611771583557},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3610342741012573},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0727008581161499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176162004470825},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6608102917671204},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5784376859664917},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5293187499046326},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5259640216827393},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.46041518449783325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4186611771583557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3610342741012573},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0727008581161499},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3526640","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3526640","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7a1335c8ecb24dbe8802464a30d59cff","is_oa":true,"landing_page_url":"https://doaj.org/article/7a1335c8ecb24dbe8802464a30d59cff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 6306-6320 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3526640","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3526640","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G6071362519","display_name":null,"funder_award_id":"DIP-2016-024","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1570544825","https://openalex.org/W2017556774","https://openalex.org/W2030009006","https://openalex.org/W2033992696","https://openalex.org/W2042656126","https://openalex.org/W2118840131","https://openalex.org/W2135372907","https://openalex.org/W2164987379","https://openalex.org/W2279039799","https://openalex.org/W2416417888","https://openalex.org/W2461302873","https://openalex.org/W2523596640","https://openalex.org/W2610223059","https://openalex.org/W2612473079","https://openalex.org/W2765100072","https://openalex.org/W2767768852","https://openalex.org/W2789182032","https://openalex.org/W2799756856","https://openalex.org/W2883013658","https://openalex.org/W2885770227","https://openalex.org/W2889683902","https://openalex.org/W2905025229","https://openalex.org/W2907908768","https://openalex.org/W2915062141","https://openalex.org/W2922470279","https://openalex.org/W2942402479","https://openalex.org/W2945828882","https://openalex.org/W2990991805","https://openalex.org/W3007877144","https://openalex.org/W3012467882","https://openalex.org/W3015353830","https://openalex.org/W3034322324","https://openalex.org/W3111410873","https://openalex.org/W4255833381","https://openalex.org/W6695273031","https://openalex.org/W6734500628"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W1788667622","https://openalex.org/W4395469854","https://openalex.org/W2157779541","https://openalex.org/W2380424335"],"abstract_inverted_index":{"Optimization":[0],"algorithms":[1],"often":[2],"encounter":[3],"challenges":[4],"in":[5,26],"effectively":[6],"managing":[7],"the":[8,49,68,99,102,120,123,130],"trade-off":[9],"between":[10,93],"exploration":[11,94],"and":[12,79,95,111,139],"exploitation,":[13,96],"usually":[14],"leading":[15],"to":[16,33,87,113],"less-than-optimal":[17],"outcomes.":[18],"This":[19],"study":[20],"introduces":[21],"two":[22,81],"novel":[23],"migration":[24,46,58,64,82],"policies":[25],"multi-population":[27,77],"version":[28],"of":[29,71,101,122],"kidney-inspired":[30],"algorithm":[31],"(KA)":[32],"address":[34],"this":[35],"dilemma.":[36],"The":[37],"initial":[38],"algorithm,":[39,51],"coded":[40,52],"as":[41,53],"MultiPop-KA,":[42],"implements":[43],"a":[44,76,89],"predetermined":[45],"policy.":[47],"Conversely,":[48],"second":[50],"AutoMultiPop-KA,":[54],"adopts":[55],"an":[56],"adaptive":[57],"policy":[59],"selection":[60,117],"process":[61],"that":[62,129],"determines":[63],"type":[65],"based":[66],"on":[67,75],"average":[69],"fitness":[70],"sub-populations.":[72],"By":[73],"capitalizing":[74],"framework":[78],"incorporating":[80],"policies,":[83],"these":[84],"methods":[85],"aim":[86],"achieve":[88],"more":[90],"refined":[91],"equilibrium":[92],"thereby":[97],"augmenting":[98],"effectiveness":[100],"KA.":[103],"Experimental":[104],"evaluations,":[105],"conducted":[106],"across":[107],"25":[108],"test":[109],"functions":[110],"applied":[112],"18":[114],"benchmark":[115],"feature":[116],"problems,":[118],"demonstrate":[119],"efficacy":[121],"proposed":[124,131],"techniques.":[125],"These":[126],"results":[127],"indicate":[128],"approach":[132],"can":[133],"significantly":[134],"enhance":[135],"optimization":[136],"algorithms\u2019":[137],"performance":[138],"overall":[140],"quality.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
