{"id":"https://openalex.org/W3013980936","doi":"https://doi.org/10.1007/s40815-020-00828-7","title":"Coronary Heart Disease Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with Incremental Updates","display_name":"Coronary Heart Disease Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with Incremental Updates","publication_year":2020,"publication_date":"2020-03-24","ids":{"openalex":"https://openalex.org/W3013980936","doi":"https://doi.org/10.1007/s40815-020-00828-7","mag":"3013980936"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-020-00828-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-020-00828-7","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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 Fuzzy Systems","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/A5026665183","display_name":"Mehrbakhsh Nilashi","orcid":"https://orcid.org/0000-0003-0099-8299"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Mehrbakhsh Nilashi","raw_affiliation_strings":["Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]},{"raw_affiliation_string":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055158726","display_name":"Hossein Ahmadi","orcid":"https://orcid.org/0000-0002-0814-8355"},"institutions":[{"id":"https://openalex.org/I4210118815","display_name":"University of Human Development","ror":"https://ror.org/02jz38b76","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210118815"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Hossein Ahmadi","raw_affiliation_strings":["Department of Information Technology, University of Human Development, Sulaymaniyah, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Human Development, Sulaymaniyah, Iraq","institution_ids":["https://openalex.org/I4210118815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018992272","display_name":"Azizah Abdul Manaf","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Azizah Abdul Manaf","raw_affiliation_strings":["Department of Cybersecurity, College of Computer Science and Engineering, University Of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cybersecurity, College of Computer Science and Engineering, University Of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik A. Rashid","orcid":"https://orcid.org/0000-0002-8661-258X"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["Computer Science and Engineering Department, University of Kurdistan Hewler, Erbil, Kurdistan, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, University of Kurdistan Hewler, Erbil, Kurdistan, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039015358","display_name":"Sarminah Samad","orcid":"https://orcid.org/0000-0001-5965-7726"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sarminah Samad","raw_affiliation_strings":["Department of Business Administration, College of Business and Administration, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Administration, College of Business and Administration, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044012334","display_name":"Leila Shahmoradi","orcid":"https://orcid.org/0000-0002-2269-9022"},"institutions":[{"id":"https://openalex.org/I4210163011","display_name":"Niroo Research Institute","ror":"https://ror.org/05xf50770","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210163011"]},{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Leila Shahmoradi","raw_affiliation_strings":["Halal Research Center of IRI, FDA, Tehran, Iran","Health Information Management Department, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Halal Research Center of IRI, FDA, Tehran, Iran","institution_ids":["https://openalex.org/I4210163011"]},{"raw_affiliation_string":"Health Information Management Department, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035242729","display_name":"Nahla Aljojo","orcid":"https://orcid.org/0000-0003-2501-8533"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nahla Aljojo","raw_affiliation_strings":["Department of Information System and Technology, College of Computer Science and Engineering, University Of Jeddah, Jeddah, 23218, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information System and Technology, College of Computer Science and Engineering, University Of Jeddah, Jeddah, 23218, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033548268","display_name":"Elnaz Akbari","orcid":"https://orcid.org/0000-0002-8238-3978"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Elnaz Akbari","raw_affiliation_strings":["Faculty of Information Technology, Duy Tan University, Da Nang, 550000, Vietnam","Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5026665183","https://openalex.org/A5033548268"],"corresponding_institution_ids":["https://openalex.org/I141445968","https://openalex.org/I170238339"],"apc_list":{"value":3490,"currency":"USD","value_usd":3490},"apc_paid":null,"fwci":19.0852,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.99230309,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"22","issue":"4","first_page":"1376","last_page":"1388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9977999925613403,"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":0.9977999925613403,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.983299970626831,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9071999788284302,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7214483022689819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6680762767791748},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.655811071395874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.644982099533081},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5738582015037537},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.546829104423523},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5438178181648254},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4915998876094818},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4691791832447052},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46494215726852417},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4493020176887512},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4222070574760437},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.4197942912578583},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39602187275886536},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.2698288559913635},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19233214855194092},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08513757586479187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214483022689819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6680762767791748},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.655811071395874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.644982099533081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5738582015037537},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.546829104423523},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5438178181648254},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4915998876094818},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4691791832447052},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46494215726852417},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4493020176887512},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4222070574760437},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.4197942912578583},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39602187275886536},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.2698288559913635},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19233214855194092},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08513757586479187}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40815-020-00828-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-020-00828-7","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1507701463","https://openalex.org/W1509451745","https://openalex.org/W1540550673","https://openalex.org/W1758814283","https://openalex.org/W1850308234","https://openalex.org/W1869391892","https://openalex.org/W1965587486","https://openalex.org/W1969959732","https://openalex.org/W1977264295","https://openalex.org/W1981276685","https://openalex.org/W1983459530","https://openalex.org/W1994807229","https://openalex.org/W1995523953","https://openalex.org/W2014545696","https://openalex.org/W2019798812","https://openalex.org/W2024411603","https://openalex.org/W2025215403","https://openalex.org/W2026841079","https://openalex.org/W2027461913","https://openalex.org/W2027829736","https://openalex.org/W2034328688","https://openalex.org/W2034400748","https://openalex.org/W2051842656","https://openalex.org/W2058752919","https://openalex.org/W2062302861","https://openalex.org/W2063789075","https://openalex.org/W2069914810","https://openalex.org/W2074578935","https://openalex.org/W2078738711","https://openalex.org/W2080084655","https://openalex.org/W2085695360","https://openalex.org/W2087607043","https://openalex.org/W2095554003","https://openalex.org/W2099242680","https://openalex.org/W2102780374","https://openalex.org/W2102794349","https://openalex.org/W2108807072","https://openalex.org/W2110802877","https://openalex.org/W2112348586","https://openalex.org/W2118286367","https://openalex.org/W2122131850","https://openalex.org/W2128728535","https://openalex.org/W2131628350","https://openalex.org/W2133097426","https://openalex.org/W2143426320","https://openalex.org/W2149684865","https://openalex.org/W2162313689","https://openalex.org/W2165859062","https://openalex.org/W2170798597","https://openalex.org/W2187980362","https://openalex.org/W2250033699","https://openalex.org/W2285433275","https://openalex.org/W2296060127","https://openalex.org/W2334843404","https://openalex.org/W2339234242","https://openalex.org/W2501417037","https://openalex.org/W2519142405","https://openalex.org/W2525258806","https://openalex.org/W2536743021","https://openalex.org/W2576787043","https://openalex.org/W2608035748","https://openalex.org/W2622382573","https://openalex.org/W2751330684","https://openalex.org/W2764216414","https://openalex.org/W2767822119","https://openalex.org/W2771104803","https://openalex.org/W2806865256","https://openalex.org/W2909916441","https://openalex.org/W2913593540","https://openalex.org/W2924805991","https://openalex.org/W2955043778","https://openalex.org/W2959857331","https://openalex.org/W2964872719","https://openalex.org/W2966556161","https://openalex.org/W2970367016","https://openalex.org/W2978273980","https://openalex.org/W2995082209","https://openalex.org/W3022351671","https://openalex.org/W4240266056"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W3080681248","https://openalex.org/W4376646226","https://openalex.org/W4287685660","https://openalex.org/W3047177827","https://openalex.org/W2057778272","https://openalex.org/W4319302697","https://openalex.org/W2986085304","https://openalex.org/W2163389298","https://openalex.org/W205223620"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
