{"id":"https://openalex.org/W4207072088","doi":"https://doi.org/10.1007/978-3-030-95630-1_3","title":"Heart Disease Classification Using Machine Learning Models","display_name":"Heart Disease Classification Using Machine Learning Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4207072088","doi":"https://doi.org/10.1007/978-3-030-95630-1_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-95630-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95630-1_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5103247728","display_name":"Sakinat Oluwabukonla Folorunso","orcid":"https://orcid.org/0000-0002-7058-8618"},"institutions":[{"id":"https://openalex.org/I894372087","display_name":"Olabisi Onabanjo University","ror":"https://ror.org/05jt4c572","country_code":"NG","type":"education","lineage":["https://openalex.org/I894372087"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Sakinat Oluwabukonla Folorunso","raw_affiliation_strings":["Department of Mathematical Science, Olabisi Onabanjo University, Ago-Iwoye, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-7058-8618","affiliations":[{"raw_affiliation_string":"Department of Mathematical Science, Olabisi Onabanjo University, Ago-Iwoye, Nigeria","institution_ids":["https://openalex.org/I894372087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085915629","display_name":"Joseph Bamidele Awotunde","orcid":null},"institutions":[{"id":"https://openalex.org/I134542131","display_name":"University of Ilorin","ror":"https://ror.org/032kdwk38","country_code":"NG","type":"education","lineage":["https://openalex.org/I134542131"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Joseph Bamidele Awotunde","raw_affiliation_strings":["Department of Computer Science, University of Ilorin, Ilorin, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-1020-4432","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ilorin, Ilorin, Nigeria","institution_ids":["https://openalex.org/I134542131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063803070","display_name":"Abidemi Emmanuel Adeniyi","orcid":"https://orcid.org/0000-0002-2728-0116"},"institutions":[{"id":"https://openalex.org/I304664074","display_name":"Landmark University","ror":"https://ror.org/04gw4zv66","country_code":"NG","type":"education","lineage":["https://openalex.org/I304664074"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Emmanuel Abidemi Adeniyi","raw_affiliation_strings":["Department of Computer Science, Landmark University, Omu Aran, Nigeria","Industry, Innovation and Infrastructure Research Group, Landmark University SDG 9, Omu-Aran, Nigeria","Quality Education Group, Landmark University SDG 4, Omu-Aran, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-2728-0116","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Landmark University, Omu Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]},{"raw_affiliation_string":"Industry, Innovation and Infrastructure Research Group, Landmark University SDG 9, Omu-Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]},{"raw_affiliation_string":"Quality Education Group, Landmark University SDG 4, Omu-Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077383107","display_name":"Moses Kazeem Abiodun","orcid":"https://orcid.org/0000-0002-3049-1184"},"institutions":[{"id":"https://openalex.org/I304664074","display_name":"Landmark University","ror":"https://ror.org/04gw4zv66","country_code":"NG","type":"education","lineage":["https://openalex.org/I304664074"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Kazeem Moses Abiodun","raw_affiliation_strings":["Department of Computer Science, Landmark University, Omu Aran, Nigeria","Life on Land Research Group, Landmark University SDG 15, Omu-Aran, Nigeria","Quality Education Group, Landmark University SDG 4, Omu-Aran, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-3049-1184","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Landmark University, Omu Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]},{"raw_affiliation_string":"Life on Land Research Group, Landmark University SDG 15, Omu-Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]},{"raw_affiliation_string":"Quality Education Group, Landmark University SDG 4, Omu-Aran, Nigeria","institution_ids":["https://openalex.org/I304664074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089229270","display_name":"Femi Emmanuel Ayo","orcid":"https://orcid.org/0000-0001-8889-5985"},"institutions":[{"id":"https://openalex.org/I3131280167","display_name":"McPherson University","ror":"https://ror.org/03zcb2d36","country_code":"NG","type":"education","lineage":["https://openalex.org/I3131280167"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Femi Emmanuel Ayo","raw_affiliation_strings":["Department of Computer Science, McPherson University, Seriki-Sotayo, Abeokuta, Nigeria"],"raw_orcid":"https://orcid.org/0000-0001-8889-5985","affiliations":[{"raw_affiliation_string":"Department of Computer Science, McPherson University, Seriki-Sotayo, Abeokuta, Nigeria","institution_ids":["https://openalex.org/I3131280167"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085915629"],"corresponding_institution_ids":["https://openalex.org/I134542131"],"apc_list":null,"apc_paid":null,"fwci":10.7144,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.98220141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9972000122070312,"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":0.9972000122070312,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.920199990272522,"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/gradient-boosting","display_name":"Gradient boosting","score":0.7930974960327148},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7809786200523376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7674078941345215},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7660794258117676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7375280857086182},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6882439851760864},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6476330161094666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640529990196228},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.6146467924118042},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5876678824424744},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.540781557559967},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07217121124267578}],"concepts":[{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.7930974960327148},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7809786200523376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7674078941345215},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7660794258117676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7375280857086182},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6882439851760864},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6476330161094666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640529990196228},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.6146467924118042},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5876678824424744},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.540781557559967},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07217121124267578},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-95630-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95630-1_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1850308234","https://openalex.org/W1970805379","https://openalex.org/W2056132907","https://openalex.org/W2295598076","https://openalex.org/W2756489849","https://openalex.org/W2911964244","https://openalex.org/W2914336845","https://openalex.org/W2945491035","https://openalex.org/W2966671057","https://openalex.org/W3026428279","https://openalex.org/W3037622357","https://openalex.org/W3037845067","https://openalex.org/W3038010422","https://openalex.org/W3082168186","https://openalex.org/W3093525770","https://openalex.org/W3094211658","https://openalex.org/W3131675489","https://openalex.org/W3134840015","https://openalex.org/W3153284183","https://openalex.org/W3183828222","https://openalex.org/W3186667659","https://openalex.org/W3191388431","https://openalex.org/W3196906808","https://openalex.org/W3200873723","https://openalex.org/W4293541508"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W4224262160"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}