{"id":"https://openalex.org/W3092076154","doi":"https://doi.org/10.1109/access.2020.3029890","title":"Gene Selection Using Hybrid Multi-Objective Cuckoo Search Algorithm With Evolutionary Operators for Cancer Microarray Data","display_name":"Gene Selection Using Hybrid Multi-Objective Cuckoo Search Algorithm With Evolutionary Operators for Cancer Microarray Data","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092076154","doi":"https://doi.org/10.1109/access.2020.3029890","mag":"3092076154"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3029890","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029890","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218917.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09218917.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086606810","display_name":"Mohd Shahizan Othman","orcid":"https://orcid.org/0000-0003-4261-1873"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Shahizan Othman","raw_affiliation_strings":["School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4261-1873","affiliations":[{"raw_affiliation_string":"School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056842453","display_name":"Shamini Raja Kumaran","orcid":"https://orcid.org/0000-0003-0245-9387"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shamini Raja Kumaran","raw_affiliation_strings":["School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0245-9387","affiliations":[{"raw_affiliation_string":"School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079146277","display_name":"Lizawati Mi Yusuf","orcid":"https://orcid.org/0000-0003-4171-3253"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lizawati Mi Yusuf","raw_affiliation_strings":["School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4171-3253","affiliations":[{"raw_affiliation_string":"School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0919,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.92775872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"186348","last_page":"186361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9922000169754028,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9801999926567078,"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/cuckoo-search","display_name":"Cuckoo search","score":0.9059821367263794},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.6373392343521118},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5605453848838806},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5551919341087341},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.5178045034408569},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.4595474302768707},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4419366717338562},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4308106601238251},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.4284914433956146},{"id":"https://openalex.org/keywords/microarray-databases","display_name":"Microarray databases","score":0.419036328792572},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3561393618583679},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3520281910896301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2627372741699219},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20564165711402893},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.198760986328125}],"concepts":[{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.9059821367263794},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.6373392343521118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5605453848838806},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5551919341087341},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.5178045034408569},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.4595474302768707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4419366717338562},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4308106601238251},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.4284914433956146},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.419036328792572},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3561393618583679},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3520281910896301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2627372741699219},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20564165711402893},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.198760986328125},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3029890","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029890","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218917.pdf","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:d6246a360a974bc885a17035575379a7","is_oa":true,"landing_page_url":"https://doaj.org/article/d6246a360a974bc885a17035575379a7","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 8, Pp 186348-186361 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3029890","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029890","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218917.pdf","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092076154.pdf","grobid_xml":"https://content.openalex.org/works/W3092076154.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W241330608","https://openalex.org/W1596914020","https://openalex.org/W1727290854","https://openalex.org/W2000851650","https://openalex.org/W2008072457","https://openalex.org/W2019683663","https://openalex.org/W2062393208","https://openalex.org/W2081430599","https://openalex.org/W2088851040","https://openalex.org/W2134389439","https://openalex.org/W2138153039","https://openalex.org/W2157898703","https://openalex.org/W2159400887","https://openalex.org/W2289675547","https://openalex.org/W2345172138","https://openalex.org/W2346150742","https://openalex.org/W2561862420","https://openalex.org/W2588620504","https://openalex.org/W2588864701","https://openalex.org/W2593742786","https://openalex.org/W2612522728","https://openalex.org/W2621007532","https://openalex.org/W2742683956","https://openalex.org/W2753354457","https://openalex.org/W2769248982","https://openalex.org/W2773143651","https://openalex.org/W2774369340","https://openalex.org/W2781961438","https://openalex.org/W2787831098","https://openalex.org/W2788404773","https://openalex.org/W2794421407","https://openalex.org/W2794579758","https://openalex.org/W2806419994","https://openalex.org/W2806867734","https://openalex.org/W2897301007","https://openalex.org/W2900731826","https://openalex.org/W2911681169","https://openalex.org/W2913220806","https://openalex.org/W2921958598","https://openalex.org/W2953877793","https://openalex.org/W2954243979","https://openalex.org/W4246697467","https://openalex.org/W4288364000","https://openalex.org/W6737201933","https://openalex.org/W6758972637","https://openalex.org/W6764831256"],"related_works":["https://openalex.org/W2943416042","https://openalex.org/W1544923801","https://openalex.org/W77579337","https://openalex.org/W2994424261","https://openalex.org/W2086336666","https://openalex.org/W2489437692","https://openalex.org/W76648095","https://openalex.org/W2065186132","https://openalex.org/W2269601188","https://openalex.org/W2005263238"],"abstract_inverted_index":{"Microarray":[0],"data":[1,17,166,170],"play":[2],"a":[3,8,96,204],"huge":[4],"role":[5],"in":[6,71,86,112],"recognizing":[7],"proper":[9],"cancer":[10,152,164],"diagnosis":[11],"and":[12,55,94,118,133,162,198],"classification.":[13],"In":[14],"most":[15],"microarray":[16,47,89,153,165,169],"set":[18],"consist":[19,172],"of":[20,22,28,83,146,173,207],"thousands":[21],"genes,":[23],"but":[24],"the":[25,33,57,81,87,130,144,150,182,186],"majority":[26],"number":[27,206],"genes":[29,59,85,148],"are":[30,110],"irrelevant":[31],"to":[32,43,53,80,128,176],"diseases.":[34],"An":[35],"efficient":[36],"algorithm":[37],"for":[38,68,104],"gene":[39,69,105],"selection":[40,82,145],"becomes":[41],"important":[42],"deal":[44],"with":[45,60,101,140,192,203],"large":[46],"data.":[48,90,154],"The":[49,122,179],"main":[50],"challenge":[51],"is":[52,127],"analyze":[54],"select":[56],"relevant":[58],"maximum":[61],"classification":[62,70],"accuracy.":[63],"Various":[64],"algorithms":[65,202],"were":[66,115,156],"proposed":[67,93],"previous":[72],"studies,":[73],"however,":[74],"limited":[75],"success":[76],"was":[77],"succeeded":[78],"due":[79],"many":[84],"high-dimensional":[88,151,163],"This":[91],"study":[92],"developed":[95,187],"hybrid":[97],"multi-objective":[98,189,199],"cuckoo":[99,138,190,196,200],"search":[100,135,139,191,197,201],"evolutionary":[102,141,193],"operators":[103,108,142,194],"selection.":[106],"Evolutionary":[107],"that":[109,185],"used":[111],"this":[113,125],"article":[114],"double":[116],"mutation":[117],"single":[119],"crossover":[120],"operators.":[121],"motivation":[123],"behind":[124],"research":[126],"improve":[129],"dimensions'":[131],"values":[132],"explorative":[134],"abilities.":[136],"Multi-objective":[137],"employed":[143],"informative":[147],"among":[149],"Experiments":[155],"conducted":[157],"on":[158],"seven":[159],"publicly":[160],"available":[161],"sets.":[167],"These":[168],"sets":[171],"approximately":[174],"2000":[175],"15000":[177],"genes.":[178,210],"results":[180],"from":[181],"experiments":[183],"concluded":[184],"algorithm,":[188],"outperforms":[195],"smaller":[205],"selected":[208],"significant":[209]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}