{"id":"https://openalex.org/W4397026373","doi":"https://doi.org/10.1109/access.2024.3402652","title":"Feature Selection of Gene Expression Data Using a Modified Artificial Fish Swarm Algorithm With Population Variation","display_name":"Feature Selection of Gene Expression Data Using a Modified Artificial Fish Swarm Algorithm With Population Variation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4397026373","doi":"https://doi.org/10.1109/access.2024.3402652"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3402652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3402652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10533731.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":null,"license_id":null,"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/ielx7/6287639/6514899/10533731.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108147262","display_name":"Zong-Zheng Li","orcid":null},"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":true,"raw_author_name":"Zong-Zheng Li","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000306771","display_name":"Fang-Ling Wang","orcid":"https://orcid.org/0000-0003-2362-7765"},"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":"Fang-Ling Wang","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2362-7765","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015226441","display_name":"Feng Qin","orcid":"https://orcid.org/0000-0003-2369-145X"},"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":"Feng Qin","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2369-145X","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021741594","display_name":"Yusliza Yusoff","orcid":"https://orcid.org/0000-0003-3213-1921"},"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":"Yusliza Binti Yusoff","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-3213-1921","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086100690","display_name":"Azlan Mohd Zain","orcid":"https://orcid.org/0000-0003-2004-3289"},"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":"Azlan Mohd Zain","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2004-3289","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108147262"],"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":3.6425,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93627782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"72688","last_page":"72706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.930899977684021,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.930899977684021,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.6741552352905273},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6563873291015625},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.6277607083320618},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5993161201477051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5603151321411133},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.5471500158309937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5299590229988098},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5204761028289795},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5099631547927856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48861557245254517},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4474845826625824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4075429439544678},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.176151841878891},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.06973296403884888}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6741552352905273},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6563873291015625},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.6277607083320618},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5993161201477051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5603151321411133},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.5471500158309937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5299590229988098},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5204761028289795},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5099631547927856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48861557245254517},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4474845826625824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4075429439544678},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.176151841878891},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.06973296403884888},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3402652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3402652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10533731.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:78a95c53d84e44c9b8cb662fbeb61c07","is_oa":true,"landing_page_url":"https://doaj.org/article/78a95c53d84e44c9b8cb662fbeb61c07","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 72688-72706 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3402652","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3402652","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10533731.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G2144859007","display_name":null,"funder_award_id":"FRGS/1/2022/ICT02/UTM/01/1","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4397026373.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W3822628","https://openalex.org/W232876404","https://openalex.org/W254399443","https://openalex.org/W1484777458","https://openalex.org/W1523646822","https://openalex.org/W1781054783","https://openalex.org/W1972785704","https://openalex.org/W2076454423","https://openalex.org/W2088851040","https://openalex.org/W2094023061","https://openalex.org/W2099534828","https://openalex.org/W2108712612","https://openalex.org/W2122111042","https://openalex.org/W2124258777","https://openalex.org/W2128985829","https://openalex.org/W2131987814","https://openalex.org/W2140447133","https://openalex.org/W2152759249","https://openalex.org/W2351189884","https://openalex.org/W2530607034","https://openalex.org/W2605861043","https://openalex.org/W2756556215","https://openalex.org/W2802500846","https://openalex.org/W2889973475","https://openalex.org/W2902415855","https://openalex.org/W2903461962","https://openalex.org/W2903624772","https://openalex.org/W2903754912","https://openalex.org/W2912168960","https://openalex.org/W2915414988","https://openalex.org/W2943876745","https://openalex.org/W2953622398","https://openalex.org/W2992383290","https://openalex.org/W3000870501","https://openalex.org/W3000991033","https://openalex.org/W3005520922","https://openalex.org/W3031333945","https://openalex.org/W3047138341","https://openalex.org/W3086548118","https://openalex.org/W3107237921","https://openalex.org/W3112186821","https://openalex.org/W3128051317","https://openalex.org/W3137397060","https://openalex.org/W3137665052","https://openalex.org/W3154890230","https://openalex.org/W3155244254","https://openalex.org/W3216978859","https://openalex.org/W4214544597","https://openalex.org/W4251163770","https://openalex.org/W4294811342","https://openalex.org/W4308638528","https://openalex.org/W4312948857","https://openalex.org/W4321094661","https://openalex.org/W4389410010","https://openalex.org/W4389783001","https://openalex.org/W4389833395","https://openalex.org/W4390706456","https://openalex.org/W4391569432","https://openalex.org/W6609126827","https://openalex.org/W6794189575"],"related_works":["https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2038534795"],"abstract_inverted_index":{"Microarray":[0],"data":[1,47,102],"is":[2,48,106,170,206,219],"of":[3,21,38,45,65,95,115,124,149,177,188,233],"great":[4],"significance":[5],"for":[6,30],"cancer":[7],"identification":[8,28],"at":[9],"the":[10,14,62,69,73,88,101,110,116,121,125,132,141,147,150,157,174,186,189,193,200,204,216,229,234,237],"gene":[11,66,238],"level.":[12],"In":[13,164],"microarray":[15,46,70],"dataset,":[16,214],"only":[17],"a":[18,35,42,49,56,92,166],"small":[19,36],"number":[20,37,44,94],"characteristic":[22,39],"genomes":[23],"have":[24],"significant":[25,207],"classification":[26,175,201,217],"and":[27,76,97,131,135,144,160,215,231],"rates":[29],"cancer.":[31],"How":[32],"to":[33,60,108,112,139,145,155,172,184,209],"extract":[34],"genes":[40],"from":[41,68],"large":[43,93],"classic":[50],"NP-hard":[51],"problem.":[52],"This":[53],"paper":[54],"proposes":[55],"practical":[57],"hybrid":[58],"approach":[59],"implement":[61],"feature":[63,123],"selection":[64,239],"expression":[67],"by":[71],"combining":[72],"F-score":[74,89],"algorithm":[75,82,90,151],"an":[77],"improved":[78],"artificial":[79],"fish":[80],"swarm":[81],"with":[83],"population":[84],"variation":[85],"(FSA-PV).":[86],"Firstly,":[87],"eliminates":[91],"useless":[96],"redundant":[98],"features":[99],"in":[100,152,192,212,223,236],"set.":[103],"Then,":[104],"FSA-PV":[105,205,235],"discussed":[107],"obtain":[109],"ability":[111],"jump":[113],"out":[114],"local":[117,158],"optimum":[118],"while":[119],"retaining":[120],"excellent":[122],"subset":[126],"as":[127,129],"much":[128],"possible,":[130],"adaptive":[133],"step":[134],"visual":[136],"are":[137,182],"used":[138,171,183],"adjust":[140],"search":[142],"space":[143],"move":[146],"range":[148],"different":[153],"environments":[154],"improve":[156],"optimization":[159,162],"global":[161],"abilities.":[163],"addition,":[165],"naive":[167],"Bayesian":[168],"classifier":[169],"test":[173],"accuracy":[176,202,218],"subsets.":[178],"Eight":[179],"classical":[180],"datasets":[181],"verify":[185],"performance":[187],"proposed":[190],"mechanism":[191],"experiment":[194],"part.":[195],"The":[196],"results":[197],"reveal":[198],"that":[199],"using":[203],"superior":[208],"other":[210],"algorithms":[211],"Breast":[213],"more":[220],"than":[221],"90%":[222],"8":[224],"cases.":[225],"It":[226],"further":[227],"indicates":[228],"robustness":[230],"feasibility":[232],"process.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
