{"id":"https://openalex.org/W4312888536","doi":"https://doi.org/10.1145/3561613.3561622","title":"Robust Detection of Cardiac Disease Using Machine Learning Algorithms","display_name":"Robust Detection of Cardiac Disease Using Machine Learning Algorithms","publication_year":2022,"publication_date":"2022-08-19","ids":{"openalex":"https://openalex.org/W4312888536","doi":"https://doi.org/10.1145/3561613.3561622"},"language":"en","primary_location":{"id":"doi:10.1145/3561613.3561622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3561613.3561622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 5th International Conference on Control and Computer Vision","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/A5051111231","display_name":"Anas Domyati","orcid":"https://orcid.org/0000-0001-8552-2446"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Anas Domyati","raw_affiliation_strings":["Electrical Engineering, UAE University, UAE"],"raw_orcid":"https://orcid.org/0000-0001-8552-2446","affiliations":[{"raw_affiliation_string":"Electrical Engineering, UAE University, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077673694","display_name":"Qurban A. Memon","orcid":"https://orcid.org/0000-0003-4129-3025"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Qurban Memon","raw_affiliation_strings":["Electrical Engineering, UAE University, UAE"],"raw_orcid":"https://orcid.org/0000-0003-4129-3025","affiliations":[{"raw_affiliation_string":"Electrical Engineering, UAE University, UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051111231"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":2.1558,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90987092,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"52","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9991000294685364,"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":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.8553273677825928},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7735973596572876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7001609206199646},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6596501469612122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6412642002105713},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6346704959869385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6159095764160156},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5158768892288208},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4988677501678467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47689083218574524},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4697604179382324},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42115235328674316},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4191140830516815},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.4190228581428528},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08763423562049866}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8553273677825928},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7735973596572876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7001609206199646},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6596501469612122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6412642002105713},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6346704959869385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6159095764160156},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5158768892288208},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4988677501678467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47689083218574524},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4697604179382324},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42115235328674316},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4191140830516815},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.4190228581428528},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08763423562049866},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3561613.3561622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3561613.3561622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 5th International Conference on Control and Computer Vision","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1971212236","https://openalex.org/W1989164753","https://openalex.org/W2026841079","https://openalex.org/W2062302861","https://openalex.org/W2078738711","https://openalex.org/W2103069675","https://openalex.org/W2173730923","https://openalex.org/W2223076256","https://openalex.org/W2531733772","https://openalex.org/W2579725890","https://openalex.org/W2751330684","https://openalex.org/W2943448261","https://openalex.org/W3088046302","https://openalex.org/W3133812194","https://openalex.org/W3176565095"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2117019857","https://openalex.org/W1980222719","https://openalex.org/W2034680797","https://openalex.org/W4207040723","https://openalex.org/W2967426019"],"abstract_inverted_index":{"The":[0,19,35,48],"contribution":[1],"of":[2,21,81],"the":[3,10,22,55,79,82],"current":[4],"work":[5],"is":[6,86],"to":[7,77],"facilitate":[8],"diagnose":[9],"heart":[11,61],"disease":[12,62],"based":[13],"on":[14,26,54],"contemporary":[15],"machine":[16],"learning":[17],"algorithms.":[18,34],"performances":[20],"classifiers":[23],"are":[24,75],"tested":[25,53],"feature":[27,32,37,101,105,110],"spaces":[28],"selected":[29,41,83,104],"through":[30],"various":[31],"selection":[33,38,111],"relief":[36,109],"algorithm":[39],"was":[40],"for":[42],"vital":[43],"and":[44,52,58,72,91,103],"more":[45],"correlated":[46],"features.":[47],"models":[49],"were":[50],"trained":[51],"Cleveland":[56],"(S1)":[57],"Hungarian":[59],"(S2)":[60],"datasets.":[63],"Several":[64],"performance":[65],"measures":[66],"such":[67],"as":[68],"accuracy,":[69],"sensitivity,":[70],"specificity,":[71],"F1":[73],"score":[74],"used":[76],"observe":[78],"effectiveness":[80],"models.":[84],"It":[85],"found":[87],"out":[88],"that":[89],"SVM":[90],"random":[92],"forest":[93],"achieved":[94],"very":[95],"promising":[96],"results":[97],"with":[98,108],"both":[99],"full":[100],"space":[102],"space,":[106],"specifically":[107],"algorithm.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}