{"id":"https://openalex.org/W4285815580","doi":"https://doi.org/10.1109/icacite53722.2022.9823470","title":"Comparative Approaches by using Machine Learning Algorithms in Breast Cancer Prediction","display_name":"Comparative Approaches by using Machine Learning Algorithms in Breast Cancer Prediction","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4285815580","doi":"https://doi.org/10.1109/icacite53722.2022.9823470"},"language":"en","primary_location":{"id":"doi:10.1109/icacite53722.2022.9823470","doi":"https://doi.org/10.1109/icacite53722.2022.9823470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacite53722.2022.9823470","pdf_url":null,"source":{"id":"https://openalex.org/S4363607749","display_name":"International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087496776","display_name":"Srikanta Kumar Mohapatra","orcid":"https://orcid.org/0000-0002-7291-1503","observed_orcids":["https://orcid.org/0000-0002-7291-1503"]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srikanta Kumar Mohapatra","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077933975","display_name":"Arpit Jain","orcid":"https://orcid.org/0000-0002-2762-6711","observed_orcids":["https://orcid.org/0000-0002-2762-6711"]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arpit Jain","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074135883","display_name":"Anshika","orcid":"https://orcid.org/0009-0007-0316-9046","observed_orcids":["https://orcid.org/0009-0007-0316-9046"]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anshika","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013403719","display_name":"Premananda Sahu","orcid":"https://orcid.org/0000-0002-9360-8423","observed_orcids":["https://orcid.org/0000-0002-9360-8423"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Premananda Sahu","raw_affiliation_strings":["SRM Institute of Science and Technology,Department of Computer Science and Engineering,Modinagar, Ghaziabad,Uttar Pradesh,India","Department of Computer Science and Engineering, SRM Institute of Science and Technology, Modinagar, Ghaziabad, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRM Institute of Science and Technology,Department of Computer Science and Engineering,Modinagar, Ghaziabad,Uttar Pradesh,India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, SRM Institute of Science and Technology, Modinagar, Ghaziabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8646,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.948583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1874","last_page":"1878"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5526999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5526999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.4431000053882599,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/breast-cancer-prediction","display_name":"breast cancer prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/early-cancer-detection","display_name":"early cancer detection","score":0.7099999785423279},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.5950000286102295},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9419999718666077},{"id":"https://openalex.org/keywords/support-vector-machine-classifier","display_name":"support vector classifier","score":0.9079999923706055},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":1.0},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.45899999141693115}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7692639827728271},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7108010053634644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6491727828979492},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6298695802688599},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6293250918388367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190404295921326},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6091141700744629},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5626435279846191},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5139872431755066},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4226019084453583},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3388005793094635},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13833466172218323},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacite53722.2022.9823470","doi":"https://doi.org/10.1109/icacite53722.2022.9823470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacite53722.2022.9823470","pdf_url":null,"source":{"id":"https://openalex.org/S4363607749","display_name":"International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9763000011444092,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2770397194","https://openalex.org/W3024162587","https://openalex.org/W3093758045","https://openalex.org/W3132002120","https://openalex.org/W3162651766","https://openalex.org/W3197288968","https://openalex.org/W3210681193","https://openalex.org/W3211152110","https://openalex.org/W3215609652","https://openalex.org/W4206127567"],"related_works":["https://openalex.org/W4391266933","https://openalex.org/W4391894095","https://openalex.org/W4412405575","https://openalex.org/W3153131991","https://openalex.org/W4206127567","https://openalex.org/W4391857445","https://openalex.org/W4406322538","https://openalex.org/W4412917574","https://openalex.org/W4396892785","https://openalex.org/W4320016090"],"abstract_inverted_index":{"Cancer":[0],"is":[1,27,35,59,110,192],"most":[2],"dangerous":[3],"disease":[4,81],"in":[5,24,41,53,83,118,196],"the":[6,11,15,25,46,64,77,84,93,113,128,133,173,176,193,201],"world":[7,26],"now.":[8],"It":[9],"affects":[10],"unusual":[12],"segments":[13],"of":[14,20,115,136,141,207],"human":[16],"body.":[17],"A":[18],"sum":[19],"Breast":[21],"cancer":[22,40,52,117,199],"patients":[23],"second-most":[28],"among":[29],"all":[30],"other":[31],"cancers.":[32],"Nowadays":[33],"it":[34,58],"challenging":[36],"to":[37,50,62,69],"detect":[38,51],"breast":[39,116,198],"its":[42,54],"early":[43,55,85],"stage.":[44,86],"If":[45],"researcher":[47],"gets":[48],"success":[49],"stage":[56],"then":[57],"quite":[60],"easier":[61],"reduce":[63],"death":[65],"rate":[66],"caused":[67],"due":[68],"this":[70],"disease.":[71],"Artificial":[72],"Neural":[73],"Network(ANN)":[74],"can":[75,91],"be":[76,92],"solution":[78],"for":[79,96,105,112,172],"automated":[80],"detection":[82],"Machine":[87],"Learning":[88],"(ML)":[89],"approaches":[90],"best":[94,129,194],"suit":[95],"prediction":[97,114],"as":[98,159],"these":[99],"algorithms":[100,125,158],"have":[101],"intelligent":[102],"learning":[103],"ability":[104],"improved":[106],"performance.":[107],"This":[108],"work":[109],"meant":[111],"women":[119],"by":[120,183],"using":[121,200],"different":[122,185],"ML":[123],"ability-based":[124],"and":[126,152,167,181],"choosing":[127],"performance":[130,174],"model.":[131],"For":[132],"total":[134],"number":[135,140],"569":[137],"data":[138],"points":[139],"features":[142],"are":[143,170,178],"included":[144],"radius,":[145],"texture,":[146],"perimeter,":[147],"area,":[148],"smoothness,":[149],"compactness,":[150],"concavity,":[151],"concave":[153],"points.":[154],"Here":[155],"three":[156],"classification":[157,195],"Support":[160],"Vector":[161],"Classifier":[162],"(SVC),":[163],"Random":[164],"Forest":[165],"(RF),":[166],"XGBoost":[168,190],"(XGB)":[169,191],"taken":[171],"measure.":[175],"classifiers":[177],"trained,":[179],"tested,":[180],"validated":[182],"taking":[184],"parameter":[186],"settings.":[187],"In":[188],"conclusion,":[189],"predicting":[197],"Kaggle":[202],"dataset":[203],"with":[204],"an":[205],"accuracy":[206],"98.7%.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-07-19T00:00:00"}
