{"id":"https://openalex.org/W3048949539","doi":"https://doi.org/10.1007/978-3-030-49336-3_17","title":"Soft Computing, Data Mining, and Machine Learning Approaches in Detection of Heart Disease: A Review","display_name":"Soft Computing, Data Mining, and Machine Learning Approaches in Detection of Heart Disease: A Review","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3048949539","doi":"https://doi.org/10.1007/978-3-030-49336-3_17","mag":"3048949539"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-49336-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49336-3_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"review","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/A5018561374","display_name":"Keshav Srivastava","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Keshav Srivastava","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032562392","display_name":"Dilip Kumar Choubey","orcid":"https://orcid.org/0000-0002-1233-7159"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dilip Kumar Choubey","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018561374"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":1.8871,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8691358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9994000196456909,"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":0.9994000196456909,"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9420999884605408,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/alcohol-addiction","display_name":"Alcohol addiction","score":0.6604893803596497},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6509867906570435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5636526346206665},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.5528622269630432},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.46500834822654724},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.4557284116744995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45423194766044617},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.4361550509929657},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4153043031692505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4072558283805847},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2926863133907318},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.16911542415618896},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.15412256121635437},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1529625952243805},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08343356847763062}],"concepts":[{"id":"https://openalex.org/C2994524651","wikidata":"https://www.wikidata.org/wiki/Q15326","display_name":"Alcohol addiction","level":3,"score":0.6604893803596497},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6509867906570435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5636526346206665},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.5528622269630432},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.46500834822654724},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.4557284116744995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45423194766044617},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.4361550509929657},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4153043031692505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4072558283805847},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2926863133907318},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.16911542415618896},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.15412256121635437},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1529625952243805},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08343356847763062}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-49336-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49336-3_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2026841079","https://openalex.org/W2036190841","https://openalex.org/W2103069675","https://openalex.org/W2140113707","https://openalex.org/W2163215699","https://openalex.org/W2250033699","https://openalex.org/W2264235606","https://openalex.org/W2404491319","https://openalex.org/W2538572126","https://openalex.org/W2541783812","https://openalex.org/W2586297068","https://openalex.org/W2765668091","https://openalex.org/W2773369816","https://openalex.org/W2773825473","https://openalex.org/W2801824954","https://openalex.org/W2888861518","https://openalex.org/W2895999059","https://openalex.org/W2902335884","https://openalex.org/W2903099708","https://openalex.org/W2910852004","https://openalex.org/W2944880943","https://openalex.org/W2947173902","https://openalex.org/W2954788759","https://openalex.org/W2955274414","https://openalex.org/W2962826307","https://openalex.org/W4243543335","https://openalex.org/W4251956068"],"related_works":["https://openalex.org/W2291133468","https://openalex.org/W3127951663","https://openalex.org/W2475260739","https://openalex.org/W4246568467","https://openalex.org/W2491921034","https://openalex.org/W2471148833","https://openalex.org/W2178632860","https://openalex.org/W2420238517","https://openalex.org/W2405156559","https://openalex.org/W1547227763"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
