{"id":"https://openalex.org/W4385277632","doi":"https://doi.org/10.34028/iajit/20/5/5","title":"Hybrid Feature Selection based on BTLBO and RNCA to Diagnose the Breast Cancer","display_name":"Hybrid Feature Selection based on BTLBO and RNCA to Diagnose the Breast Cancer","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385277632","doi":"https://doi.org/10.34028/iajit/20/5/5"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/20/5/5","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/20/5/5","pdf_url":"https://doi.org/10.34028/iajit/20/5/5","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/20/5/5","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069274657","display_name":"Mohan Allam","orcid":"https://orcid.org/0000-0002-3117-6047"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohan Allam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5102375702","display_name":"Nandhini Malaiyappan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nandhini Malaiyappan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5692,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83129868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9431999921798706,"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":0.9431999921798706,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939224243164062},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7697421312332153},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.733827531337738},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6192649006843567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6140297055244446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5514437556266785},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5328004360198975},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5280205607414246},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4587329924106598},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4116332530975342},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15901067852973938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939224243164062},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7697421312332153},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.733827531337738},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6192649006843567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6140297055244446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5514437556266785},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5328004360198975},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5280205607414246},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4587329924106598},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4116332530975342},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15901067852973938},{"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/20/5/5","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/20/5/5","pdf_url":"https://doi.org/10.34028/iajit/20/5/5","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/20/5/5","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/20/5/5","pdf_url":"https://doi.org/10.34028/iajit/20/5/5","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385277632.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1497017548","https://openalex.org/W1840884391","https://openalex.org/W1994410397","https://openalex.org/W2011533104","https://openalex.org/W2047345132","https://openalex.org/W2102253509","https://openalex.org/W2104647185","https://openalex.org/W2117539536","https://openalex.org/W2124776405","https://openalex.org/W2130414860","https://openalex.org/W2139357103","https://openalex.org/W2143530935","https://openalex.org/W2158864412","https://openalex.org/W2915189456","https://openalex.org/W2945817677","https://openalex.org/W3001839117","https://openalex.org/W3179293854","https://openalex.org/W3213422946","https://openalex.org/W4225795225","https://openalex.org/W4301149533","https://openalex.org/W6602412242"],"related_works":["https://openalex.org/W2989932438","https://openalex.org/W3099765033","https://openalex.org/W4385743487","https://openalex.org/W4210794429","https://openalex.org/W2767651786","https://openalex.org/W2409149208","https://openalex.org/W2963373297","https://openalex.org/W4283732135","https://openalex.org/W1996541855","https://openalex.org/W4200100536"],"abstract_inverted_index":{"Feature":[0],"selection":[1,33,77,143],"is":[2,79],"a":[3,20,45,72],"feasible":[4],"solution":[5],"to":[6,61,96,105,128],"improve":[7],"the":[8,52,98,106,114,122,129,135,148],"speed":[9],"and":[10,88,133,152,162],"performance":[11,155],"of":[12,48,54,124,131,140,158],"machine":[13],"learning":[14,115],"models.":[15],"Optimization":[16,93],"algorithms":[17,42,95],"are":[18,35,145],"doing":[19],"significant":[21],"job":[22],"in":[23,112,156],"searching":[24,44],"for":[25,43,117],"optimal":[26],"variables":[27],"from":[28,63],"feature":[29,32,75,142],"space.":[30],"Recent":[31],"methods":[34,144],"purely":[36],"depending":[37],"on":[38,82,109],"various":[39],"meta":[40],"heuristic":[41],"good":[46],"combination":[47],"features":[49,132],"without":[50],"considering":[51],"importance":[53],"individual":[55],"features,":[56],"which":[57],"makes":[58],"classification":[59,159],"models":[60,116],"suffer":[62],"local":[64],"optima":[65],"or":[66],"overfitting":[67],"problems.":[68,100],"In":[69],"this":[70],"paper,":[71],"novel":[73],"hybrid":[74,150],"subset":[76],"technique":[78],"introduced":[80],"based":[81,108],"Regularized":[83],"Neighborhood":[84],"Component":[85],"Analysis":[86],"(RNCA)":[87],"Binary":[89],"Teaching":[90],"Learning":[91],"Based":[92],"(BTLBO)":[94],"overcome":[97],"above":[99],"RNCA":[101],"algorithm":[102,120],"assigns":[103],"weights":[104,130],"attributes":[107],"their":[110],"contribution":[111],"building":[113],"classification.":[118],"BTLBO":[119],"computes":[121],"fitness":[123],"individuals":[125],"with":[126,147],"respect":[127],"selects":[134],"best":[136],"ones.":[137],"The":[138],"results":[139],"similar":[141],"matched":[146],"proposed":[149],"model":[151],"proved":[153],"better":[154],"terms":[157],"accuracy,":[160],"recall":[161],"AUC":[163],"measures":[164],"over":[165],"breast":[166],"cancer":[167],"datasets.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
