{"id":"https://openalex.org/W4404915094","doi":"https://doi.org/10.1109/scisisis61014.2024.10760162","title":"Accuracy Validation of Cardiac Disease Dataset with Cascaded ANFIS","display_name":"Accuracy Validation of Cardiac Disease Dataset with Cascaded ANFIS","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4404915094","doi":"https://doi.org/10.1109/scisisis61014.2024.10760162"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis61014.2024.10760162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10760162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111064077","display_name":"M.Si Herni Utami","orcid":null},"institutions":[{"id":"https://openalex.org/I35568498","display_name":"Kochi University of Technology","ror":"https://ror.org/00rghrr56","country_code":"JP","type":"education","lineage":["https://openalex.org/I35568498"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Moegi Utami","raw_affiliation_strings":["Kochi university of Technology,Kami-shi Kochi,JAPAN,782-8502"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kochi university of Technology,Kami-shi Kochi,JAPAN,782-8502","institution_ids":["https://openalex.org/I35568498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027658472","display_name":"Yukinobu Hoshino","orcid":"https://orcid.org/0000-0001-5285-8007"},"institutions":[{"id":"https://openalex.org/I35568498","display_name":"Kochi University of Technology","ror":"https://ror.org/00rghrr56","country_code":"JP","type":"education","lineage":["https://openalex.org/I35568498"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yukinobu Hoshino","raw_affiliation_strings":["Kochi university of Technology,Kami-shi Kochi,JAPAN,782-8502"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kochi university of Technology,Kami-shi Kochi,JAPAN,782-8502","institution_ids":["https://openalex.org/I35568498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083310775","display_name":"Namal Rathnayake","orcid":"https://orcid.org/0000-0002-5235-8552"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Namal Rathnayake","raw_affiliation_strings":["University of Tokyo,Tokyo,Japan,113-8655"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tokyo,Tokyo,Japan,113-8655","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2890305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.8431000113487244,"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":0.8431000113487244,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5733499526977539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5693850517272949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4440886676311493},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32511574029922485},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.05074325203895569}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5733499526977539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5693850517272949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4440886676311493},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32511574029922485},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.05074325203895569},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis61014.2024.10760162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10760162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2019207321","https://openalex.org/W2026841079","https://openalex.org/W2062302861","https://openalex.org/W2079325629","https://openalex.org/W2091255497","https://openalex.org/W2141526469","https://openalex.org/W3159507642"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0,73],"this":[1],"paper,":[2],"we":[3],"designed":[4],"Cascaded":[5,59,84],"ANFIS,":[6,36],"which":[7,29,131,147],"can":[8,61],"be":[9,163],"trained":[10,21,105],"with":[11,25,34,41,106],"a":[12,22,149],"large":[13],"number":[14,88],"of":[15,43,52,55,70,77,83,89,100,112,115,140,145,156],"input":[16,27,90],"items":[17,91,108],"and":[18,20,37,127],"classes,":[19],"Heartdisease":[23],"dataset":[24,104],"13":[26],"items,":[28],"is":[30,132,148],"difficult":[31],"to":[32,67,122,162],"train":[33],"regular":[35],"compared":[38,66],"its":[39],"performance":[40,65],"that":[42,49,95],"other":[44,71],"AIs.":[45,72],"The":[46,143],"results":[47,69,76],"showed":[48,94],"the":[50,53,68,75,79,87,98,103,119,128,133,137,141,153,157],"accuracy":[51,82],"presence/absence":[54],"heart":[56,101],"disease":[57],"by":[58],"ANFIS":[60,85],"achieve":[62],"good":[63],"generalization":[64],"addition,":[74],"examining":[78],"change":[80],"in":[81,110],"when":[86,96],"was":[92,159],"reduced":[93],"diagnosing":[97],"stage":[99],"disease,":[102],"6":[107],"selected":[109],"order":[111],"absolute":[113],"value":[114],"correlation":[116],"coefficient":[117,144],"for":[118,136,151],"class":[120],"variable":[121],"classify":[123],"had":[124],"higher":[125],"accuracy,":[126],"decision":[129],"coefficient,":[130],"evaluation":[134],"criterion":[135,150],"diagnostic":[138,154],"result":[139,155],"level":[142],"determination,":[146],"evaluating":[152],"level,":[158],"also":[160],"shown":[161],"higher.":[164]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}