{"id":"https://openalex.org/W2104700126","doi":"https://doi.org/10.1109/fuzzy.2004.1375554","title":"Design of a hybrid neuro-fuzzy decision-support system with a heterogeneous structure","display_name":"Design of a hybrid neuro-fuzzy decision-support system with a heterogeneous structure","publication_year":2005,"publication_date":"2005-02-28","ids":{"openalex":"https://openalex.org/W2104700126","doi":"https://doi.org/10.1109/fuzzy.2004.1375554","mag":"2104700126"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2004.1375554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2004.1375554","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Design_of_a_Hybrid_Neuro-Fuzzy_Decision-Support_System_with_a_Heterogeneous_Structure/23081951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087364386","display_name":"Michael Negnevitsky","orcid":"https://orcid.org/0000-0002-5130-419X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"M. Negnevitsky","raw_affiliation_strings":["School of Engineering, University of Tasmania, Hobart, TAS, Australia","Sch. of ENg., Tasmania Univ., Hobart, Tas., Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Tasmania, Hobart, TAS, Australia","institution_ids":["https://openalex.org/I129801699"]},{"raw_affiliation_string":"Sch. of ENg., Tasmania Univ., Hobart, Tas., Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087364386"],"corresponding_institution_ids":["https://openalex.org/I129801699"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.13345494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1049","last_page":"1052"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8319000005722046,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8319000005722046,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7405999898910522,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.692300021648407,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.7855745553970337},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6494807004928589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6493241190910339},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5672297477722168},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5229899883270264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5147950053215027},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4472693204879761},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.4140712022781372},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3790409564971924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34893062710762024}],"concepts":[{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.7855745553970337},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6494807004928589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6493241190910339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5672297477722168},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5229899883270264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5147950053215027},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4472693204879761},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.4140712022781372},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3790409564971924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34893062710762024}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzzy.2004.1375554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2004.1375554","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542)","raw_type":"proceedings-article"},{"id":"pmh:oai:ecite.utas.edu.au:29839","is_oa":false,"landing_page_url":"http://ecite.utas.edu.au/29839","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Conference Paper"},{"id":"pmh:oai:figshare.com:article/23081951","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Design_of_a_Hybrid_Neuro-Fuzzy_Decision-Support_System_with_a_Heterogeneous_Structure/23081951","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/23081951","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Design_of_a_Hybrid_Neuro-Fuzzy_Decision-Support_System_with_a_Heterogeneous_Structure/23081951","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2128804044"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W2357953609","https://openalex.org/W2367175432","https://openalex.org/W2374727787","https://openalex.org/W2288384671"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,28,45,48,55,59,70,79],"design":[4],"of":[5,81],"a":[6,24,39,82],"hybrid":[7],"neuro-fuzzy":[8],"system":[9,33,61],"for":[10],"diagnosing":[11],"myocardial":[12],"perfusion":[13],"from":[14],"cardiac":[15],"images.":[16],"The":[17],"model":[18],"described":[19],"in":[20],"this":[21],"project":[22],"has":[23],"heterogeneous":[25],"structure":[26],"-":[27],"neural":[29,50],"network":[30,51],"and":[31,66,76],"fuzzy":[32,56,60,64,67],"work":[34],"as":[35],"independent":[36],"components.":[37],"When":[38],"new":[40],"case":[41],"is":[42],"presented":[43],"to":[44,54,73],"diagnostic":[46],"system,":[47],"trained":[49],"determines":[52],"inputs":[53,72],"system.":[57],"Then":[58],"using":[62],"predefined":[63],"sets":[65],"rules,":[68],"maps":[69],"given":[71],"an":[74],"output,":[75],"thereby":[77],"obtains":[78],"risk":[80],"heart":[83],"attack.":[84]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}