{"id":"https://openalex.org/W4283514389","doi":"https://doi.org/10.1007/s13198-022-01696-0","title":"Early predictive model for breast cancer classification using blended ensemble learning","display_name":"Early predictive model for breast cancer classification using blended ensemble learning","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4283514389","doi":"https://doi.org/10.1007/s13198-022-01696-0"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-022-01696-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-022-01696-0","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},"type":"article","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/A5089547582","display_name":"T R Mahesh","orcid":"https://orcid.org/0000-0002-5589-8992"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"T. R. Mahesh","raw_affiliation_strings":["Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0002-5589-8992","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046995850","display_name":"V. Vinoth Kumar","orcid":"https://orcid.org/0009-0002-9563-4534"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Vinoth Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064729797","display_name":"V Vivek","orcid":"https://orcid.org/0000-0003-2748-2890"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Vivek","raw_affiliation_strings":["Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108035879","display_name":"K. M. Karthick Raghunath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116476","display_name":"MVJ Medical College and Research Hospital","ror":"https://ror.org/02ncb2k95","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210116476"]},{"id":"https://openalex.org/I4387154743","display_name":"MVJ College of Engineering","ror":"https://ror.org/01dez0c30","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154743"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. M. Karthick Raghunath","raw_affiliation_strings":["Department of Computer Science and Engineering, MVJ College of Engineering, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, MVJ College of Engineering, Bangalore, India","institution_ids":["https://openalex.org/I4210116476","https://openalex.org/I4387154743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050297278","display_name":"Sindhu Madhuri G","orcid":"https://orcid.org/0000-0003-2311-4783"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Sindhu Madhuri","raw_affiliation_strings":["Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN University, Bangalore, India","institution_ids":["https://openalex.org/I106826634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089547582"],"corresponding_institution_ids":["https://openalex.org/I106826634"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":10.821,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.98617377,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"1","first_page":"188","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9937000274658203,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.8318852186203003},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7698964476585388},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7259433269500732},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7110497355461121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6684777736663818},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.609963059425354},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5707229375839233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5662548542022705},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5643458366394043},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5434712171554565},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.471477746963501},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.4690174460411072},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4617130756378174},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.23662683367729187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1505536139011383},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08036300539970398}],"concepts":[{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.8318852186203003},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7698964476585388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7259433269500732},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7110497355461121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6684777736663818},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.609963059425354},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5707229375839233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5662548542022705},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5643458366394043},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5434712171554565},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.471477746963501},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.4690174460411072},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4617130756378174},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.23662683367729187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1505536139011383},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08036300539970398}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-022-01696-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-022-01696-0","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:15:y:2024:i:1:d:10.1007_s13198-022-01696-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-022-01696-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1967803810","https://openalex.org/W1983024255","https://openalex.org/W2370924594","https://openalex.org/W2783687327","https://openalex.org/W2785597854","https://openalex.org/W2899419608","https://openalex.org/W2906593256","https://openalex.org/W2909387555","https://openalex.org/W2928842276","https://openalex.org/W2983506648","https://openalex.org/W2992252600","https://openalex.org/W3032218674","https://openalex.org/W3132592582","https://openalex.org/W3134831206","https://openalex.org/W3191034618","https://openalex.org/W3210864691","https://openalex.org/W4211079212","https://openalex.org/W4211112184","https://openalex.org/W4299298161","https://openalex.org/W6633926026"],"related_works":["https://openalex.org/W2794896638","https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W1807784185","https://openalex.org/W4319437832","https://openalex.org/W4390905871","https://openalex.org/W4243803609","https://openalex.org/W2030894524","https://openalex.org/W3202800081"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}