{"id":"https://openalex.org/W3191718720","doi":"https://doi.org/10.1109/fuzz45933.2021.9494472","title":"An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems","display_name":"An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3191718720","doi":"https://doi.org/10.1109/fuzz45933.2021.9494472","mag":"3191718720"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz45933.2021.9494472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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/A5004353059","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0001-9719-7361"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chao Chen","raw_affiliation_strings":["Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101687042","display_name":"Yu Zhao","orcid":"https://orcid.org/0000-0003-2750-2329"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Zhao","raw_affiliation_strings":["Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070095814","display_name":"Christian Wagner","orcid":"https://orcid.org/0000-0002-6121-9722"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christian Wagner","raw_affiliation_strings":["Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079908977","display_name":"Direnc Pekaslan","orcid":"https://orcid.org/0000-0003-2035-4036"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Direnc Pekaslan","raw_affiliation_strings":["Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040516036","display_name":"Jonathan M. Garibaldi","orcid":"https://orcid.org/0000-0002-9690-7074"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan M. Garibaldi","raw_affiliation_strings":["Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Group (IMA), Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004353059"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72557453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9945999979972839,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9872999787330627,"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/singleton","display_name":"Singleton","score":0.8995996117591858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6631137728691101},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5704479217529297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5239765048027039},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44701212644577026},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.4398021101951599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3767503499984741},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3747330605983734},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3522113561630249},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21628528833389282}],"concepts":[{"id":"https://openalex.org/C117354338","wikidata":"https://www.wikidata.org/wiki/Q1165112","display_name":"Singleton","level":3,"score":0.8995996117591858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6631137728691101},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5704479217529297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5239765048027039},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44701212644577026},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.4398021101951599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3767503499984741},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3747330605983734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3522113561630249},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21628528833389282},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz45933.2021.9494472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:6847292","is_oa":false,"landing_page_url":"https://nottingham-repository.worktribe.com/output/6847292","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W142835224","https://openalex.org/W190547161","https://openalex.org/W1971889990","https://openalex.org/W1987869189","https://openalex.org/W1996350498","https://openalex.org/W2019445223","https://openalex.org/W2050288270","https://openalex.org/W2067521002","https://openalex.org/W2106720714","https://openalex.org/W2107934763","https://openalex.org/W2121398730","https://openalex.org/W2130013016","https://openalex.org/W2178837686","https://openalex.org/W2180794549","https://openalex.org/W2193996577","https://openalex.org/W2343528125","https://openalex.org/W2487186204","https://openalex.org/W2503621054","https://openalex.org/W2527039655","https://openalex.org/W2598379669","https://openalex.org/W2611775752","https://openalex.org/W2749837327","https://openalex.org/W2895833031","https://openalex.org/W2967529879","https://openalex.org/W3033234855","https://openalex.org/W3082457974","https://openalex.org/W3083058908","https://openalex.org/W3138771162","https://openalex.org/W4254931243","https://openalex.org/W4285719527","https://openalex.org/W4399524524","https://openalex.org/W6607723373","https://openalex.org/W6778917193","https://openalex.org/W6792221166"],"related_works":["https://openalex.org/W2028680476","https://openalex.org/W1529201204","https://openalex.org/W1493159477","https://openalex.org/W2142028577","https://openalex.org/W2536303592","https://openalex.org/W2160897682","https://openalex.org/W2382379241","https://openalex.org/W3207007867","https://openalex.org/W805523833","https://openalex.org/W1123195735"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"seen":[3],"a":[4,59,94,110,146,220,226],"surge":[5],"in":[6,8,58,66,205,235],"interest":[7],"non-singleton":[9,42,80,102,111,194,231],"fuzzy":[10,47,81,103,123,232],"systems.":[11,105],"These":[12],"systems":[13,125,234],"enable":[14,49],"the":[15,24,38,41,45,50,89,157,176,182,192,197,214,217,236],"direct":[16],"modelling":[17,37],"of":[18,53,68,88,137,148,196,222,230,238,244],"uncertainty":[19,54],"affecting":[20],"systems'":[21],"inputs":[22,139],"using":[23,127],"fuzzification":[25,136],"stage.":[26],"Moreover,":[27],"recent":[28,227],"work":[29],"has":[30],"shown":[31],"how":[32],"different":[33,242],"composition":[34,149],"approaches":[35,150],"to":[36,113,129,167,178,207],"interaction":[39],"between":[40],"input":[43],"and":[44,70,145,160,212],"antecedent":[46],"sets":[48],"efficient":[51],"handling":[52],"without":[55,175],"requiring":[56],"changes":[57],"system's":[60],"rule":[61],"base,":[62],"with":[63,202,241],"benefits":[64],"both":[65,210],"terms":[67],"performance":[69],"interpretability.":[71],"As":[72],"thus":[73],"far":[74],"few":[75],"current":[76],"software":[77],"toolkit":[78,198],"support":[79],"systems,":[82],"this":[83,187],"paper":[84,218],"presents":[85,219],"an":[86],"extension":[87],"FuzzyR":[90,128,183],"toolbox,":[91],"which":[92],"is":[93,164],"freely":[95],"available":[96],"R":[97,206],"package":[98],"on":[99,156],"CRAN,":[100],"for":[101,120,151,171,191],"logic":[104,124,233],"The":[106],"updated":[107],"toolbox":[108,184],"enables":[109],"model":[112],"be":[114,130],"conveniently":[115],"built":[116,126],"from":[117],"scratch,":[118],"or":[119],"existing":[121],"singleton":[122],"converted":[131],"easily.":[132],"Predefined":[133],"operations":[134],"include":[135,168],"crisp":[138],"(e.g.":[140],"into":[141],"Gaussian":[142],"membership":[143],"functions),":[144],"variety":[147],"computing":[152],"rules'":[153],"firing-strengths,":[154],"based":[155],"standard,":[158],"centroid-based,":[159],"similarity-based":[161],"methods.":[162],"It":[163],"also":[165],"possible":[166],"user-defined":[169],"options":[170],"these":[172],"abovementioned":[173],"methods,":[174],"need":[177],"modify":[179],"(or":[180],"update)":[181],"itself.":[185],"In":[186],"paper,":[188],"detailed":[189],"introductions":[190],"new":[193],"features":[195],"are":[199],"presented,":[200],"complete":[201],"code":[203],"samples":[204],"facilitate":[208],"adoption":[209],"within":[211],"beyond":[213],"community.":[215],"Further,":[216],"series":[221],"validation":[223],"experiments,":[224],"replicating":[225],"empirical":[228],"analysis":[229],"context":[237],"time-series":[239],"prediction":[240],"levels":[243],"noise.":[245]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
