{"id":"https://openalex.org/W2096016567","doi":"https://doi.org/10.1109/tfuzz.2002.1006438","title":"Structure identification in complete rule-based fuzzy systems","display_name":"Structure identification in complete rule-based fuzzy systems","publication_year":2002,"publication_date":"2002-06-01","ids":{"openalex":"https://openalex.org/W2096016567","doi":"https://doi.org/10.1109/tfuzz.2002.1006438","mag":"2096016567"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2002.1006438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2002.1006438","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy 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/A5039951150","display_name":"H. Pomares","orcid":"https://orcid.org/0000-0002-8528-828X"},"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":"H. Pomares","raw_affiliation_strings":["Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089029287","display_name":"Ignacio Rojas","orcid":"https://orcid.org/0000-0002-1033-5635"},"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":"I. Rojas","raw_affiliation_strings":["Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070099905","display_name":"Jes\u00fas Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-0415-1821"},"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":"J. Gonzalez","raw_affiliation_strings":["Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001935513","display_name":"A. Prieto","orcid":"https://orcid.org/0000-0002-0814-6544"},"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":"A. Prieto","raw_affiliation_strings":["Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Arquitecture and Computer Technology, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Comput. Arquitecture & Comput. Technol., Granada Univ., Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.1035,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9766457,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"349","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10320","display_name":"Neural Networks and Applications","score":0.9987000226974487,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9824000000953674,"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/defuzzification","display_name":"Defuzzification","score":0.5940380096435547},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5496153831481934},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.548879861831665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5488076210021973},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5487167239189148},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5444163084030151},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5345961451530457},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.508447527885437},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.486186683177948},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4819188416004181},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4787549376487732},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4751833975315094},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4590086340904236},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.4428781569004059},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.4302406311035156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4186815917491913},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4174732565879822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.232084721326828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10181716084480286}],"concepts":[{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.5940380096435547},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5496153831481934},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.548879861831665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5488076210021973},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5487167239189148},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5444163084030151},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5345961451530457},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.508447527885437},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.486186683177948},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4819188416004181},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4787549376487732},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4751833975315094},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4590086340904236},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.4428781569004059},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.4302406311035156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4186815917491913},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4174732565879822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.232084721326828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10181716084480286},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2002.1006438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2002.1006438","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.378.8455","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.378.8455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hera.ugr.es/doi/15001726.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1844759285","https://openalex.org/W1992176519","https://openalex.org/W2019207321","https://openalex.org/W2019606348","https://openalex.org/W2040810017","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2065205584","https://openalex.org/W2079325629","https://openalex.org/W2098749003","https://openalex.org/W2101036899","https://openalex.org/W2101825809","https://openalex.org/W2102201073","https://openalex.org/W2103518983","https://openalex.org/W2113076747","https://openalex.org/W2113094054","https://openalex.org/W2117087435","https://openalex.org/W2126066766","https://openalex.org/W2137031908","https://openalex.org/W2141577822","https://openalex.org/W2144346127","https://openalex.org/W2146710053","https://openalex.org/W2159265133","https://openalex.org/W3146863510","https://openalex.org/W4232430140","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W154406135","https://openalex.org/W3186561448","https://openalex.org/W1487720066","https://openalex.org/W3107001035","https://openalex.org/W2674573885","https://openalex.org/W2781808531","https://openalex.org/W3207735076","https://openalex.org/W2185359781","https://openalex.org/W1501518539","https://openalex.org/W1975005191"],"abstract_inverted_index":{"The":[0],"identification":[1],"of":[2,7,14,29,47,54,67,78,122],"a":[3,33,52,60,68,74],"model":[4],"is":[5],"one":[6],"the":[8,12,27,44,48,65,79,95,115,119],"key":[9],"issues":[10],"in":[11,94,106,111],"field":[13],"fuzzy":[15,35,49,71,96],"system":[16,36,50,72,97],"modeling":[17],"and":[18,98],"function":[19],"approximation":[20,76,116],"theory.":[21],"There":[22],"are":[23,104],"numerous":[24],"approaches":[25],"to":[26,42,63,113],"issue":[28],"parameter":[30],"optimization":[31],"within":[32],"fixed":[34],"structure":[37,66],"but":[38],"no":[39],"reliable":[40,61],"method":[41,62],"obtain":[43,64],"optimal":[45],"topology":[46],"from":[51],"set":[53],"input-output":[55],"data.":[56],"This":[57],"paper":[58],"presents":[59],"complete":[69],"rule-based":[70],"for":[73],"specific":[75],"accuracy":[77],"training":[80],"data,":[81],"i.e.,":[82],"it":[83],"can":[84],"decide":[85],"which":[86],"input":[87,109],"variables":[88],"must":[89],"be":[90],"taken":[91],"into":[92],"account":[93],"how":[99],"many":[100],"membership":[101],"functions":[102],"(MFs)":[103],"needed":[105],"every":[107],"selected":[108],"variable":[110],"order":[112],"reach":[114],"target":[117],"with":[118],"minimum":[120],"number":[121],"parameters.":[123]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
