{"id":"https://openalex.org/W4399198998","doi":"https://doi.org/10.1016/j.procs.2024.04.095","title":"Evaluation of Adaptive Synthetic Resampling Technique for Imbalanced Breast Cancer Identification","display_name":"Evaluation of Adaptive Synthetic Resampling Technique for Imbalanced Breast Cancer Identification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399198998","doi":"https://doi.org/10.1016/j.procs.2024.04.095"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.04.095","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.095","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.04.095","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090260816","display_name":"Tsehay Admassu Assegie","orcid":"https://orcid.org/0000-0003-1566-0901"},"institutions":[{"id":"https://openalex.org/I4210123766","display_name":"Jigjiga University","ror":"https://ror.org/033v2cg93","country_code":"ET","type":"education","lineage":["https://openalex.org/I4210123766"]},{"id":"https://openalex.org/I4403386471","display_name":"Injibara University","ror":"https://ror.org/00nn2f254","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386471"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Tsehay Admassu Assegie","raw_affiliation_strings":["Department of Computer Science, College of Engineering and Technology, Injibara University, Injibara, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Engineering and Technology, Injibara University, Injibara, Ethiopia","institution_ids":["https://openalex.org/I4210123766","https://openalex.org/I4403386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016111716","display_name":"Ayodeji Olalekan Salau","orcid":"https://orcid.org/0000-0002-6264-9783"},"institutions":[{"id":"https://openalex.org/I29787537","display_name":"Afe Babalola University","ror":"https://ror.org/03rsm0k65","country_code":"NG","type":"education","lineage":["https://openalex.org/I29787537"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Ayodeji Olalekan Salau","raw_affiliation_strings":["Department of Electrical/Electronics and Computer Engineering, Afe Babalola University, Ado-Ekiti, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Electrical/Electronics and Computer Engineering, Afe Babalola University, Ado-Ekiti, Nigeria","institution_ids":["https://openalex.org/I29787537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101369564","display_name":"Kanimozhi Sampath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kanimozhi Sampath","raw_affiliation_strings":["Department of Computer Science & Engineering (Cyber Security), Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering (Cyber Security), Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021061971","display_name":"Rajkumar Govindarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajkumar Govindarajan","raw_affiliation_strings":["Department of Computer Science & Engineering (Data Science), Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering (Data Science), Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073092486","display_name":"Sangeetha Murugan","orcid":"https://orcid.org/0009-0006-3716-3876"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sangeetha Murugan","raw_affiliation_strings":["Department of Computer Science & Engineering, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003064260","display_name":"B. Jaya Lakshmi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Lakshmi","raw_affiliation_strings":["Department of Computer Science & Technology, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Technology, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016111716"],"corresponding_institution_ids":["https://openalex.org/I29787537"],"apc_list":null,"apc_paid":null,"fwci":2.4366,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90041529,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"235","issue":null,"first_page":"1000","last_page":"1007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9940000176429749,"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/T10862","display_name":"AI in cancer detection","score":0.9940000176429749,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9904999732971191,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.920799970626831,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8850376009941101},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.7482109069824219},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6714547872543335},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5908181667327881},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47289955615997314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.465853750705719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3552895784378052},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.26489192247390747},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08127409219741821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8850376009941101},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.7482109069824219},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6714547872543335},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5908181667327881},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47289955615997314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.465853750705719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3552895784378052},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.26489192247390747},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08127409219741821},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2024.04.095","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.095","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.04.095","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.095","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2992252600","https://openalex.org/W3033108855","https://openalex.org/W3034269059","https://openalex.org/W3081746618","https://openalex.org/W3090694324","https://openalex.org/W3108206494","https://openalex.org/W3108399210","https://openalex.org/W3121294822","https://openalex.org/W3124053448","https://openalex.org/W3156279460","https://openalex.org/W4220768105","https://openalex.org/W4221101816","https://openalex.org/W4285109590","https://openalex.org/W4286432926","https://openalex.org/W4293093058","https://openalex.org/W4318615500","https://openalex.org/W4323047889","https://openalex.org/W4381736861","https://openalex.org/W6782621685","https://openalex.org/W6786468308","https://openalex.org/W6793958621","https://openalex.org/W6842578353","https://openalex.org/W6848767805","https://openalex.org/W6854367342"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2052515325","https://openalex.org/W2050948537","https://openalex.org/W2767646790","https://openalex.org/W2352041579","https://openalex.org/W1488006380","https://openalex.org/W2138381686","https://openalex.org/W2141585124","https://openalex.org/W1998176685","https://openalex.org/W3008199583"],"abstract_inverted_index":{"As":[0],"one":[1,187],"of":[2,7,60,148],"the":[3,41,49,58,65,84,121,133,149,159,161,175,181,184,194],"most":[4],"common":[5],"types":[6],"cancer":[8,12,33,77,172,201],"among":[9,180],"women,":[10],"breast":[11,32,76,171,200],"is":[13,21,34,45,95,197],"a":[14],"serious":[15],"health":[16],"concern":[17],"worldwide.":[18],"Early":[19],"detection":[20],"crucial":[22],"for":[23,199],"successful":[24],"treatment":[25],"and":[26,64,102,117,136],"improved":[27,158],"survival":[28],"rates.":[29],"However,":[30],"detecting":[31],"challenging":[35],"due":[36],"to":[37,71],"imbalanced":[38,73,122],"classification,":[39],"where":[40],"minority":[42],"class":[43,51],"(cancerous)":[44,100],"ominously":[46],"smaller":[47],"than":[48],"majority":[50],"(non-cancerous).":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,82,108,125,137,191],"explore":[57],"use":[59],"logistic":[61],"regression":[62],"(LR)":[63],"adaptive":[66,118],"synthetic":[67],"resampling":[68],"(ADASYN)":[69],"technique":[70],"address":[72],"classification":[74],"in":[75],"detection.":[78],"To":[79],"that":[80,152,179,193],"end,":[81],"collected":[83],"Wisconsin":[85],"Breast":[86],"Cancer":[87],"dataset,":[88],"which":[89],"contains":[90],"569":[91],"instances.":[92],"The":[93,146,164],"dataset":[94],"imbalanced,":[96],"with":[97,132,144,155],"212":[98],"malignant":[99],"cases":[101],"357":[103],"benign":[104],"(non-cancerous)":[105],"cases.":[106],"Then,":[107],"trained":[109,126],"support":[110],"vector":[111],"machine,":[112],"LR,":[113],"K-nearest":[114],"neighbor,":[115],"gradient,":[116],"boosting":[119],"on":[120,129,170],"dataset.":[123],"Finally,":[124],"these":[127],"algorithms":[128],"resampled":[130],"data":[131],"ADASYN":[134,154],"oversampling":[135],"evaluated":[138],"their":[139],"performance":[140,160],"using":[141,153],"cross-validation":[142],"score":[143],"5-folds.":[145],"results":[147],"experiment":[150],"showed":[151],"LR":[156,162,165],"significantly":[157],"model.":[163],"model":[166,185,196],"achieves":[167],"99.46%":[168],"accuracy":[169],"diagnosis.":[173,202],"Moreover,":[174],"confusion":[176],"matrix":[177],"shows":[178],"188":[182],"samples,":[183],"misclassified":[186],"cancerous":[188],"instance.":[189],"Thus,":[190],"concluded":[192],"proposed":[195],"effective":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}