{"id":"https://openalex.org/W2179545436","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337966","title":"Improving the OVO performance in Fuzzy Rule-Based Classification Systems by the genetic learning of the granularity level","display_name":"Improving the OVO performance in Fuzzy Rule-Based Classification Systems by the genetic learning of the granularity level","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2179545436","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337966","mag":"2179545436"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5034190183","display_name":"Pedro Villar","orcid":"https://orcid.org/0000-0003-0601-8503"},"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":true,"raw_author_name":"Pedro Villar","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"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":"Alberto Fernandez","raw_affiliation_strings":["Dept. of Computer Science, University of Jaen, Jaen, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Jaen, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053626710","display_name":"Rosana Montes","orcid":"https://orcid.org/0000-0002-0183-044X"},"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":"Rosana Montes","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101585544","display_name":"Ana S\u00e1nchez","orcid":"https://orcid.org/0000-0003-1388-694X"},"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":"Ana Maria Sanchez","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078415067","display_name":"Francisco Herreraz","orcid":null},"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":"Francisco Herreraz","raw_affiliation_strings":["Universidad de Granada, Granada, Andaluc\u00c3\u00ada, ES","Universidad de Granada, Granada, Andaluc\u00eda, ES"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Granada, Andaluc\u00c3\u00ada, ES","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Universidad de Granada, Granada, Andaluc\u00eda, ES","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034190183"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.05768658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"257","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9986000061035156,"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":0.9986000061035156,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9625999927520752,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9599999785423279,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6717588901519775},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.6476389169692993},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616283118724823},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6063876152038574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.606165885925293},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.543411374092102},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5312502384185791},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5156883001327515},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.43082213401794434},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.417055606842041},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.41563132405281067}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6717588901519775},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6476389169692993},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616283118724823},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6063876152038574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.606165885925293},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.543411374092102},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5312502384185791},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5156883001327515},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.43082213401794434},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.417055606842041},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.41563132405281067},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321436","display_name":"Caja Rural de Ja\u00e9n","ror":"https://ror.org/014pmyt66"},{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320324132","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1514048016","https://openalex.org/W1565746575","https://openalex.org/W1573698127","https://openalex.org/W1588401315","https://openalex.org/W1593532658","https://openalex.org/W1927345150","https://openalex.org/W1990945877","https://openalex.org/W2000848210","https://openalex.org/W2014610539","https://openalex.org/W2019575783","https://openalex.org/W2023837808","https://openalex.org/W2028138594","https://openalex.org/W2032890294","https://openalex.org/W2037768666","https://openalex.org/W2038960373","https://openalex.org/W2049736842","https://openalex.org/W2050288270","https://openalex.org/W2085770564","https://openalex.org/W2102675003","https://openalex.org/W2116957451","https://openalex.org/W2120845011","https://openalex.org/W2133990480","https://openalex.org/W2146194630","https://openalex.org/W2146619110","https://openalex.org/W2146713522","https://openalex.org/W2148972769","https://openalex.org/W2152150600","https://openalex.org/W2153635508","https://openalex.org/W2162651021","https://openalex.org/W2164832081","https://openalex.org/W2168573734","https://openalex.org/W2169284845","https://openalex.org/W2182722412","https://openalex.org/W3023540311","https://openalex.org/W4285719527","https://openalex.org/W6633774736","https://openalex.org/W6635310694","https://openalex.org/W6684862044"],"related_works":["https://openalex.org/W2166637398","https://openalex.org/W1486684451","https://openalex.org/W1822436433","https://openalex.org/W2087021805","https://openalex.org/W2425308538","https://openalex.org/W1532864123","https://openalex.org/W2143613987","https://openalex.org/W1980652001","https://openalex.org/W2374152511","https://openalex.org/W2066929655"],"abstract_inverted_index":{"This":[0],"contribution":[1],"proposes":[2],"a":[3,25,58,70],"genetic":[4,62,131],"learning":[5,63,134],"process":[6,64],"for":[7,28,47,75],"designing":[8],"the":[9,38,54,77,82,94,106,116],"knowledge":[10,79],"base":[11,80],"of":[12,40,57,81,130],"Fuzzy":[13,83,111],"Rule-Based":[14,112],"classification":[15],"Systems,":[16],"that":[17],"will":[18],"be":[19],"used":[20,92],"as":[21],"binary":[22],"classifiers":[23],"in":[24,50,93],"One-vs-One":[26,125,136],"decomposition":[27],"multi-class":[29,59],"problems.":[30],"A":[31],"Genetic":[32],"Algorithm":[33],"is":[34],"designed":[35],"to":[36,52,109],"adapt":[37],"number":[39],"fuzzy":[41,71,117],"labels":[42],"per":[43],"variable":[44],"(granularity":[45],"level)":[46],"each":[48],"classifier":[49],"order":[51],"improve":[53],"accuracy":[55],"rate":[56],"classifier.":[60],"The":[61],"evolves":[65],"granularity":[66,132],"levels":[67],"and":[68,97,123,127],"needs":[69],"rules":[72,118],"generation":[73,119],"method":[74,120],"generating":[76],"whole":[78],"System.":[84],"Several":[85],"data-sets":[86],"from":[87],"KEEL":[88],"data-set":[89],"repository":[90],"are":[91],"experimental":[95],"study":[96],"we":[98],"compare":[99],"our":[100,128],"proposal":[101,129],"with":[102,122],"three":[103],"related":[104],"methods:":[105],"standard":[107],"way":[108],"design":[110],"Classification":[113],"Systems":[114],"using":[115],"chosen":[121],"without":[124,135],"decomposition,":[126],"level":[133],"decomposition.":[137]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
