{"id":"https://openalex.org/W2119668102","doi":"https://doi.org/10.1109/t2fuzz.2011.5949553","title":"A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets","display_name":"A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2119668102","doi":"https://doi.org/10.1109/t2fuzz.2011.5949553","mag":"2119668102"},"language":"en","primary_location":{"id":"doi:10.1109/t2fuzz.2011.5949553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/t2fuzz.2011.5949553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems (T2FUZZ)","raw_type":"proceedings-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/A5008307290","display_name":"Jos\u00e9 Sanz","orcid":"https://orcid.org/0000-0002-1427-9909"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. Sanz","raw_affiliation_strings":["Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain"],"affiliations":[{"raw_affiliation_string":"Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025439545","display_name":"Miguel Pagola","orcid":"https://orcid.org/0000-0003-4764-5298"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Pagola","raw_affiliation_strings":["Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain"],"affiliations":[{"raw_affiliation_string":"Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049375194","display_name":"Humberto Bustince","orcid":"https://orcid.org/0000-0002-1279-6195"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H. Bustince","raw_affiliation_strings":["Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain"],"affiliations":[{"raw_affiliation_string":"Department Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00d9blica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Dept. Autom\u00e1tica y Computaci\u00f3n, Universidad P\u00fablica de Navarra, Campus de Arrosad\u00eda. 31006 Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065331412","display_name":"A. Brugos","orcid":null},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Brugos","raw_affiliation_strings":["Department Ciencias de la Salud, Universidad P\u00d9blica de Navarra, Pamplona, Spain","Dept. Ciencias de la Salud, Universidad P\u00fablica de Navarra, Campus de Arrosadia, 31006 Pamplona, Spain"],"affiliations":[{"raw_affiliation_string":"Department Ciencias de la Salud, Universidad P\u00d9blica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"Dept. Ciencias de la Salud, Universidad P\u00fablica de Navarra, Campus de Arrosadia, 31006 Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090921348","display_name":"Alberto Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-6480-8434"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Fernandez","raw_affiliation_strings":["Department Computer Science, University of Ja\u00e9n, Jaen, Spain","Dept. Computer Science, University of Ja\u00e9n, 23071, Spain"],"affiliations":[{"raw_affiliation_string":"Department Computer Science, University of Ja\u00e9n, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"Dept. Computer Science, University of Ja\u00e9n, 23071, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045016749","display_name":"Francisco Herrera","orcid":"https://orcid.org/0000-0002-7283-312X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Herrera","raw_affiliation_strings":["Department Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","Dept. Computer Science and Artificial Intelligence, University of Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. Computer Science and Artificial Intelligence, University of Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008307290"],"corresponding_institution_ids":["https://openalex.org/I175051016"],"apc_list":null,"apc_paid":null,"fwci":0.8805,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8099742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.615032970905304},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5946629643440247},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5040120482444763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5000190734863281},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4885185956954956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4864885210990906},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46096867322921753},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.44844797253608704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43788641691207886},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.43470054864883423},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4202103614807129},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4111028015613556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35197335481643677}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.615032970905304},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5946629643440247},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5040120482444763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5000190734863281},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4885185956954956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4864885210990906},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46096867322921753},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.44844797253608704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43788641691207886},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.43470054864883423},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4202103614807129},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4111028015613556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35197335481643677},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/t2fuzz.2011.5949553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/t2fuzz.2011.5949553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems (T2FUZZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.415.5005","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.415.5005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sci2s.ugr.es/publications/ficheros/ivfs-fuzzieee.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W22706348","https://openalex.org/W60482913","https://openalex.org/W1512983462","https://openalex.org/W1514048016","https://openalex.org/W1573698127","https://openalex.org/W1898259180","https://openalex.org/W1964000644","https://openalex.org/W1991358523","https://openalex.org/W2018487751","https://openalex.org/W2026754475","https://openalex.org/W2030330616","https://openalex.org/W2068402605","https://openalex.org/W2071200009","https://openalex.org/W2074537354","https://openalex.org/W2083384274","https://openalex.org/W2083933176","https://openalex.org/W2093620744","https://openalex.org/W2097346619","https://openalex.org/W2097460058","https://openalex.org/W2102675003","https://openalex.org/W2106770680","https://openalex.org/W2116896485","https://openalex.org/W2125802815","https://openalex.org/W2132885717","https://openalex.org/W2155976821","https://openalex.org/W2164879989","https://openalex.org/W2281101566","https://openalex.org/W2346154048","https://openalex.org/W2912565176","https://openalex.org/W3142229452","https://openalex.org/W4206636130","https://openalex.org/W4211007335","https://openalex.org/W4233658823","https://openalex.org/W6634201965","https://openalex.org/W6639539628","https://openalex.org/W6704566595"],"related_works":["https://openalex.org/W2374152511","https://openalex.org/W2166637398","https://openalex.org/W2148925928","https://openalex.org/W154406135","https://openalex.org/W1486684451","https://openalex.org/W2066929655","https://openalex.org/W1487720066","https://openalex.org/W2335465146","https://openalex.org/W2040464855","https://openalex.org/W22698454"],"abstract_inverted_index":{"In":[0,61],"this":[1,62,105],"contribution,":[2],"we":[3,23,110,118,132],"use":[4,24],"Fuzzy":[5],"Rule-Based":[6],"Classification":[7],"Systems":[8],"for":[9,46],"classifying":[10],"the":[11,16,29,33,48,51,54,68,72,75,81,85,97,101,112,125,134],"patients":[12],"with":[13,71,94],"respect":[14,95],"to":[15,80,96],"risk":[17],"of":[18,32,39,50,53,57,67,74,87,124,127],"suffering":[19],"cardiovascular":[20],"diseases.":[21],"Specifically,":[22],"a":[25,64],"methodology":[26,89],"in":[27,104,130,137],"which":[28,131],"linguistic":[30],"labels":[31],"classifier":[34],"are":[35,43],"modeled":[36],"by":[37,90,100],"means":[38],"IVFSs.":[40],"Thereafter,":[41],"they":[42],"genetically":[44],"post-processed":[45],"tuning":[47],"amplitude":[49],"support":[52],"upper":[55],"bound":[56],"each":[58],"membership":[59],"function.":[60],"manner":[63],"good":[65],"management":[66],"uncertainty,":[69],"associated":[70],"definition":[73],"fuzzy":[76],"terms,":[77],"is":[78],"provided":[79,99],"system.":[82],"We":[83],"show":[84],"goodness":[86],"our":[88,128],"comparing":[91],"its":[92],"performance":[93],"one":[98],"initial":[102],"system":[103],"specific":[106,139],"medical":[107],"case.":[108],"First,":[109],"study":[111],"global":[113],"classification":[114],"improvement":[115],"and":[116],"then,":[117],"carry":[119],"out":[120],"an":[121],"exhaustive":[122],"analysis":[123],"behavior":[126],"approach":[129],"observe":[133],"enhancement":[135],"achieved":[136],"several":[138],"situations.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}