{"id":"https://openalex.org/W2114260241","doi":"https://doi.org/10.1109/bmei.2009.5301650","title":"Effective Diagnosis of Heart Disease through Bagging Approach","display_name":"Effective Diagnosis of Heart Disease through Bagging Approach","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2114260241","doi":"https://doi.org/10.1109/bmei.2009.5301650","mag":"2114260241"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2009.5301650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5301650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","raw_type":"proceedings-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/A5079994814","display_name":"My Chau Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"My Chau Tu","raw_affiliation_strings":["Department of Computer Science, Sejong University, South Korea","[Department of Computer Science, Sejong University, Seoul, South Korea]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sejong University, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"[Department of Computer Science, Sejong University, Seoul, South Korea]","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107967381","display_name":"Dongil Shin","orcid":"https://orcid.org/0000-0002-8621-715X"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongil Shin","raw_affiliation_strings":["Department of Computer Science, Sejong University, South Korea","[Department of Computer Science, Sejong University, Seoul, South Korea]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sejong University, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"[Department of Computer Science, Sejong University, Seoul, South Korea]","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008353224","display_name":"Dongkyoo Shin","orcid":"https://orcid.org/0000-0002-2665-3339"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"DongKyoo Shin","raw_affiliation_strings":["Department of Computer Science, Sejong University, South Korea","[Department of Computer Science, Sejong University, Seoul, South Korea]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sejong University, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"[Department of Computer Science, Sejong University, Seoul, South Korea]","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079994814"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":4.0146,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.94391379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"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":0.998199999332428,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7446818947792053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6648542284965515},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.6019114851951599},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5773780941963196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.500516414642334},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.47790655493736267},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4257131814956665},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23722699284553528},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07565802335739136}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7446818947792053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6648542284965515},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.6019114851951599},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5773780941963196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.500516414642334},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.47790655493736267},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4257131814956665},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23722699284553528},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07565802335739136}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2009.5301650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5301650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1969008430","https://openalex.org/W1989164753","https://openalex.org/W1993348218","https://openalex.org/W2003927776","https://openalex.org/W2062302861","https://openalex.org/W2110612433","https://openalex.org/W2912934387","https://openalex.org/W6648283819"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W2982855776","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W2208359343","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180","https://openalex.org/W787402332"],"abstract_inverted_index":{"The":[0],"diagnosis":[1],"of":[2,15,25,34,43,54],"heart":[3,44],"disease":[4,45],"is":[5],"important":[6],"issue,":[7],"prompting":[8],"many":[9,68],"researchers":[10],"to":[11,21,38,50],"work":[12],"on":[13],"development":[14],"intelligent":[16],"medical":[17],"decision":[18,60],"support":[19],"systems":[20],"improve":[22],"the":[23,32,40,52,55,59],"ability":[24],"physicians.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30],"propose":[31],"use":[33],"a":[35],"bagging":[36,56],"algorithm":[37,57,62],"indentify":[39],"warning":[41],"signs":[42],"in":[46],"patients":[47],"and":[48],"also":[49],"compare":[51],"effectiveness":[53],"with":[58],"tree":[61],"that":[63],"has":[64],"been":[65],"used":[66],"by":[67],"researchers.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}