{"id":"https://openalex.org/W2045367348","doi":"https://doi.org/10.5430/air.v4n1p12","title":"Fuzzy logic-driven expert system for the diagnosis of heart failure disease","display_name":"Fuzzy logic-driven expert system for the diagnosis of heart failure disease","publication_year":2014,"publication_date":"2014-12-31","ids":{"openalex":"https://openalex.org/W2045367348","doi":"https://doi.org/10.5430/air.v4n1p12","mag":"2045367348"},"language":"en","primary_location":{"id":"doi:10.5430/air.v4n1p12","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v4n1p12","pdf_url":"http://www.sciedu.ca/journal/index.php/air/article/download/5518/3694","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.sciedu.ca/journal/index.php/air/article/download/5518/3694","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112411516","display_name":"Oluwole Charles Akinyokun","orcid":null},"institutions":[{"id":"https://openalex.org/I180664298","display_name":"Federal University of Technology","ror":"https://ror.org/01pvx8v81","country_code":"NG","type":"education","lineage":["https://openalex.org/I180664298"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Akinyokun O. C.","raw_affiliation_strings":["Department of Computer Science, Federal University of Technology, Akure,  Nigeria","Department of Computer Science , Federal University of Technology , Akure , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Technology, Akure,  Nigeria","institution_ids":["https://openalex.org/I180664298"]},{"raw_affiliation_string":"Department of Computer Science , Federal University of Technology , Akure , Nigeria","institution_ids":["https://openalex.org/I180664298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035146986","display_name":"Gabriel Babatunde Iwasokun","orcid":"https://orcid.org/0000-0002-9775-5631"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iwasokun G. B.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018878461","display_name":"Samson Arekete","orcid":"https://orcid.org/0000-0003-1266-0535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arekete S. A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5108455813","display_name":"R. W. Samuel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samuel R. W.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.56,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90727817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9897000193595886,"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":0.9897000193595886,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9855999946594238,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6320177912712097},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.47533392906188965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4648292064666748},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.46001362800598145},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43788570165634155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40928512811660767},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3153022229671478},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2553861141204834},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1758057177066803}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6320177912712097},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.47533392906188965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4648292064666748},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.46001362800598145},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43788570165634155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40928512811660767},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3153022229671478},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2553861141204834},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1758057177066803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5430/air.v4n1p12","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v4n1p12","pdf_url":"http://www.sciedu.ca/journal/index.php/air/article/download/5518/3694","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5430/air.v4n1p12","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v4n1p12","pdf_url":"http://www.sciedu.ca/journal/index.php/air/article/download/5518/3694","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2045367348.pdf","grobid_xml":"https://content.openalex.org/works/W2045367348.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W164241684","https://openalex.org/W190603705","https://openalex.org/W2078590217","https://openalex.org/W2114717129","https://openalex.org/W2124477799","https://openalex.org/W2127369514","https://openalex.org/W2165311940","https://openalex.org/W2166432084","https://openalex.org/W2188634296","https://openalex.org/W2189038374","https://openalex.org/W2221629675","https://openalex.org/W2334843404","https://openalex.org/W2389088196","https://openalex.org/W2408373029","https://openalex.org/W2738632484","https://openalex.org/W3090978338","https://openalex.org/W4285719527","https://openalex.org/W6812886232"],"related_works":["https://openalex.org/W588655279","https://openalex.org/W2383994333","https://openalex.org/W642714463","https://openalex.org/W2389542812","https://openalex.org/W2099628268","https://openalex.org/W2381894592","https://openalex.org/W44894489","https://openalex.org/W2164703220","https://openalex.org/W55173076","https://openalex.org/W1992046973"],"abstract_inverted_index":{"The":[0,136],"heart":[1,48,96,166,175],"is":[2,65,107],"a":[3,73,103,111,113,117,121],"key":[4],"organ":[5],"of":[6,28,43,47,85,95,102,110,127,171,187],"the":[7,16,29,83,93,156,179,188],"human":[8],"system":[9,32,62,100,137],"which":[10,64,125],"pumps":[11],"and":[12,33,58,87,120,129,145,169],"circulates":[13],"blood":[14],"throughout":[15],"body.":[17],"Its":[18],"failure":[19,49,97,167,176],"to":[20,25,56],"perform":[21],"thesefunctions":[22],"often":[23],"leads":[24],"total":[26],"breakdown":[27],"entire":[30],"body":[31],"in":[34,38],"most":[35],"cases":[36],"results":[37],"death.":[39],"In":[40],"several":[41],"countries":[42],"theworld,":[44],"significant":[45],"numbers":[46],"patients":[50,168],"are":[51],"being":[52],"reported":[53],"dead":[54],"due":[55],"inaccurate":[57],"untimely":[59],"diagnosis.":[60],"Recently,expert":[61],"approach,":[63],"anchored":[66],"on":[67,82,164,174],"Information":[68],"Technology,":[69],"has":[70],"emerged":[71],"as":[72,132,134,155],"strong":[74],"tool":[75],"for":[76,92],"solving":[77],"this":[78],"problem.This":[79],"paper":[80],"reports":[81],"development":[84],"aWeb":[86],"Fuzzy":[88,114],"Logic-based":[89],"Expert":[90],"System":[91],"diagnosis":[94],"disease.The":[98],"proposed":[99],"consists":[101],"Knowledge":[104],"Base":[105],"(which":[106],"made":[108],"up":[109],"Database),":[112],"Logic":[115],"component,":[116],"FuzzyInference":[118],"Engine":[119,124],"Decision":[122],"Support":[123],"comprises":[126],"cognitive":[128],"emotional":[130],"filter":[131],"well":[133],"Tele-medicinefacilities.":[135],"was":[138],"implemented":[139],"using":[140],"Hypertext":[141,146],"Preprocessor":[142],"(PHP),":[143],"JavaScript":[144],"Mark-up":[147],"Language(HTML)":[148],"with":[149],"My":[150],"Structured":[151],"Query":[152],"Language":[153],"(MySQL)":[154],"Database":[157],"Management":[158],"System.":[159],"Performance":[160],"analysis":[161],"based":[162],"ondata":[163],"selected":[165],"survey":[170],"some":[172],"experts":[173],"disease":[177],"at":[178],"State":[180],"Specialist":[181],"Hospital,":[182],"Akure,Nigeria":[183],"shows":[184],"satisfactory":[185],"performances":[186],"system.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}