{"id":"https://openalex.org/W2979795756","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8858964","title":"Multiobjective Optimization of Fully Autonomous Evolving Fuzzy Granular Models","display_name":"Multiobjective Optimization of Fully Autonomous Evolving Fuzzy Granular Models","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2979795756","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8858964","mag":"2979795756"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2019.8858964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8858964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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/A5036934193","display_name":"Daniel Leite","orcid":"https://orcid.org/0000-0003-3135-2933"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daniel Leite","raw_affiliation_strings":["Dept. of Engineering, Federal University of Lavras, Lavras, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. of Engineering, Federal University of Lavras, Lavras, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009222136","display_name":"Fernando Gomide","orcid":"https://orcid.org/0000-0001-5716-4282"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Gomide","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040998302","display_name":"Igor \u0160krjanc","orcid":"https://orcid.org/0000-0002-0502-5376"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Igor Skrjanc","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036934193"],"corresponding_institution_ids":["https://openalex.org/I1315085146"],"apc_list":null,"apc_paid":null,"fwci":0.194,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55062536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9990000128746033,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9958000183105469,"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":0.9545999765396118,"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/granular-computing","display_name":"Granular computing","score":0.5719563961029053},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5414770245552063},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5380619764328003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5130361318588257},{"id":"https://openalex.org/keywords/compact-space","display_name":"Compact space","score":0.5088677406311035},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.5053742527961731},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.49971461296081543},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4974232017993927},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4736413061618805},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.45312005281448364},{"id":"https://openalex.org/keywords/piecewise-linear-function","display_name":"Piecewise linear function","score":0.45219501852989197},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4428788423538208},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4414437413215637},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4336596131324768},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4154203236103058},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.4052754044532776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31642723083496094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2599579095840454}],"concepts":[{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.5719563961029053},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5414770245552063},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5380619764328003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5130361318588257},{"id":"https://openalex.org/C18648836","wikidata":"https://www.wikidata.org/wiki/Q381892","display_name":"Compact space","level":2,"score":0.5088677406311035},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.5053742527961731},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.49971461296081543},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4974232017993927},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4736413061618805},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.45312005281448364},{"id":"https://openalex.org/C17095337","wikidata":"https://www.wikidata.org/wiki/Q2375229","display_name":"Piecewise linear function","level":2,"score":0.45219501852989197},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4428788423538208},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4414437413215637},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4336596131324768},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4154203236103058},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.4052754044532776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31642723083496094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2599579095840454},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2019.8858964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8858964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6600000262260437,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W322952782","https://openalex.org/W1508255035","https://openalex.org/W1554443300","https://openalex.org/W1561610472","https://openalex.org/W1971541086","https://openalex.org/W1997101808","https://openalex.org/W2013955970","https://openalex.org/W2015630349","https://openalex.org/W2015752826","https://openalex.org/W2016210396","https://openalex.org/W2018113971","https://openalex.org/W2018456637","https://openalex.org/W2040197058","https://openalex.org/W2045544997","https://openalex.org/W2045938006","https://openalex.org/W2054607175","https://openalex.org/W2059429344","https://openalex.org/W2082373725","https://openalex.org/W2088866250","https://openalex.org/W2094603430","https://openalex.org/W2100534701","https://openalex.org/W2104953067","https://openalex.org/W2144614323","https://openalex.org/W2151863350","https://openalex.org/W2153676086","https://openalex.org/W2154029067","https://openalex.org/W2261233885","https://openalex.org/W2294778980","https://openalex.org/W2394226702","https://openalex.org/W2483978330","https://openalex.org/W2499803450","https://openalex.org/W2756444473","https://openalex.org/W2779495751","https://openalex.org/W2792819830","https://openalex.org/W2806669437","https://openalex.org/W2888019619","https://openalex.org/W2929291387","https://openalex.org/W4212904132","https://openalex.org/W4243769552","https://openalex.org/W4298255709","https://openalex.org/W6633171595","https://openalex.org/W6825807767"],"related_works":["https://openalex.org/W2385082087","https://openalex.org/W2978631811","https://openalex.org/W2381555525","https://openalex.org/W2484240834","https://openalex.org/W327654139","https://openalex.org/W2389689794","https://openalex.org/W1970726137","https://openalex.org/W2766401420","https://openalex.org/W2367964367","https://openalex.org/W2020100635"],"abstract_inverted_index":{"We":[0,18,38],"introduce":[1],"an":[2],"incremental":[3],"learning":[4],"method":[5],"for":[6,72],"the":[7,25,36,106,109,113,116],"optimal":[8,94],"construction":[9],"of":[10,27,35,55,105,108,115],"rule-based":[11],"granular":[12,95],"models":[13,61],"from":[14],"numerical":[15],"data":[16],"streams.":[17],"take":[19],"into":[20],"account":[21],"a":[22,65],"multiobjective":[23],"function,":[24],"specificity":[26],"information,":[28],"model":[29,48],"compactness,":[30],"and":[31,33,50,68,76,82,89,103],"variability":[32],"coverage":[34],"data.":[37],"use":[39],"\u03b1-level":[40],"sets":[41],"over":[42],"Gaussian":[43],"membership":[44],"functions":[45,91],"to":[46,93],"set":[47],"granularity":[49],"operate":[51],"with":[52],"hyper-rectangular":[53],"forms":[54],"granules":[56],"in":[57,64],"nonstationary":[58],"environment.":[59],"Rule-based":[60],"are":[62,84],"formed":[63],"systematic":[66],"fashion":[67],"can":[69],"be":[70],"used":[71],"time":[73],"series":[74],"prediction":[75],"nonlinear":[77],"function":[78],"approximation.":[79],"Precise":[80],"estimates":[81],"enclosures":[83],"given":[85],"by":[86],"linear":[87],"piecewise":[88],"inclusion":[90],"related":[92],"mappings.":[96],"An":[97],"application":[98],"example":[99],"on":[100],"early":[101],"detection":[102],"monitoring":[104],"severity":[107],"Parkinson's":[110],"disease":[111],"shows":[112],"usefulness":[114],"method.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}