{"id":"https://openalex.org/W2100845694","doi":"https://doi.org/10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","title":"Genetic learning of fuzzy rule-based classification systems cooperating with fuzzy reasoning methods","display_name":"Genetic learning of fuzzy rule-based classification systems cooperating with fuzzy reasoning methods","publication_year":1998,"publication_date":"1998-10-01","ids":{"openalex":"https://openalex.org/W2100845694","doi":"https://doi.org/10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","mag":"2100845694"},"language":"en","primary_location":{"id":"doi:10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","is_oa":false,"landing_page_url":"https://doi.org/10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-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/A5043084209","display_name":"\u00d3scar Cord\u00f3n","orcid":"https://orcid.org/0000-0001-5112-5629"},"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":"Oscar Cord\ufffdn","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, 18071 - Granada - Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, 18071 - Granada - Spain#TAB#","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024660179","display_name":"Mar\u00eda Jos\u00e9 del Jes\u00fas","orcid":"https://orcid.org/0000-0002-7891-3059"},"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":true,"raw_author_name":"Mar\ufffda Jos\ufffd del Jesus","raw_affiliation_strings":["Department of Computer Science, University of Jae\u0301n, 23071 Jae\u0301n, Spain","Dept. of Computer Science. University of Ja\u00e9n, 23071 - Ja\u00e9n, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jae\u0301n, 23071 Jae\u0301n, Spain","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"Dept. of Computer Science. University of Ja\u00e9n, 23071 - Ja\u00e9n, Spain#TAB#","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":true,"raw_author_name":"Francisco Herrera","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, 18071 Granada, Spain","Department of Computer Science and Artificial Intelligence, University of Granada, 18071 - Granada - Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, 18071 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, 18071 - Granada - Spain#TAB#","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024660179","https://openalex.org/A5045016749"],"corresponding_institution_ids":["https://openalex.org/I173304897","https://openalex.org/I191420491"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":8.2409,"has_fulltext":false,"cited_by_count":117,"citation_normalized_percentile":{"value":0.97668544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"10-11","first_page":"1025","last_page":"1053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991000294685364,"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":0.9991000294685364,"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":0.982699990272522,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6632922887802124},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.6494659185409546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259214282035828},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5719769597053528},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5577419996261597},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5253238677978516},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5030443072319031},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.485679030418396},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4786847233772278},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.47807860374450684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4505005478858948},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.446049302816391},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4421499967575073},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.43531396985054016},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.4176986813545227},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4114747941493988},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4101041555404663},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.38319289684295654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.270592600107193}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6632922887802124},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6494659185409546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259214282035828},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5719769597053528},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5577419996261597},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5253238677978516},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5030443072319031},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.485679030418396},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4786847233772278},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.47807860374450684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4505005478858948},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.446049302816391},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4421499967575073},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.43531396985054016},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.4176986813545227},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4114747941493988},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4101041555404663},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.38319289684295654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.270592600107193},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","is_oa":false,"landing_page_url":"https://doi.org/10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.129.9569","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.129.9569","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/ijis-13(10-11)-1025-1053.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.57.1803","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.1803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://decsai.ugr.es/pub/arai/tech_rep/ga-fl/tr-97130.ps.Z","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1439977626","https://openalex.org/W1504694836","https://openalex.org/W1527532036","https://openalex.org/W1542723682","https://openalex.org/W1564372824","https://openalex.org/W1567295337","https://openalex.org/W1571800477","https://openalex.org/W1572960541","https://openalex.org/W1573632620","https://openalex.org/W1573698127","https://openalex.org/W1679913846","https://openalex.org/W1991919384","https://openalex.org/W1993385744","https://openalex.org/W2005360139","https://openalex.org/W2014081333","https://openalex.org/W2048288497","https://openalex.org/W2062633196","https://openalex.org/W2063609669","https://openalex.org/W2063828223","https://openalex.org/W2066002465","https://openalex.org/W2068283474","https://openalex.org/W2088203270","https://openalex.org/W2102248717","https://openalex.org/W2129880717","https://openalex.org/W2131579134","https://openalex.org/W2141075788","https://openalex.org/W2152150600","https://openalex.org/W2157041604","https://openalex.org/W2306564374","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W2674573885","https://openalex.org/W1485268022","https://openalex.org/W1975005191","https://openalex.org/W2331106272","https://openalex.org/W4361984403","https://openalex.org/W1542808721","https://openalex.org/W2960454922","https://openalex.org/W1487720066","https://openalex.org/W139981661"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5],"multistage":[6],"genetic":[7,47],"learning":[8,48,65],"process":[9,49],"for":[10,36],"obtaining":[11],"linguistic":[12,34,38,80],"fuzzy":[13,19,25,84],"rule-based":[14],"classification":[15],"systems":[16],"that":[17],"integrates":[18],"reasoning":[20],"methods":[21],"cooperating":[22],"with":[23,60],"the":[24,30,37,43,46,58,70,74,79,83],"rule":[26],"base":[27],"and":[28,56],"learns":[29],"best":[31],"set":[32],"of":[33,45,73,82],"hedges":[35],"variable":[39],"terms.":[40],"We":[41],"show":[42,69],"application":[44],"to":[50],"two":[51],"well":[52],"known":[53],"sample":[54],"bases,":[55],"compare":[57],"results":[59,68],"those":[61],"obtained":[62],"from":[63],"different":[64],"algorithms.":[66],"The":[67],"good":[71],"behavior":[72],"proposed":[75],"method,":[76],"which":[77],"maintains":[78],"description":[81],"rules.":[85],"\u00a9":[86],"1998":[87],"John":[88],"Wiley":[89],"&":[90],"Sons,":[91],"Inc.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
