{"id":"https://openalex.org/W2130013016","doi":"https://doi.org/10.1109/fuzzy.2011.6007743","title":"A fuzzy toolbox for the R programming language","display_name":"A fuzzy toolbox for the R programming language","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2130013016","doi":"https://doi.org/10.1109/fuzzy.2011.6007743","mag":"2130013016"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","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/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":true,"raw_author_name":"Christian Wagner","raw_affiliation_strings":["Horizon Digital Economy Research, Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, UK","Horizon Digital Economy Research / Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"Horizon Digital Economy Research, Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Horizon Digital Economy Research / Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109154292","display_name":"Simon Miller","orcid":null},"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":"Simon Miller","raw_affiliation_strings":["Horizon Digital Economy Research, Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, UK","Horizon Digital Economy Research / Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"Horizon Digital Economy Research, Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Horizon Digital Economy Research / Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K","institution_ids":[]}]},{"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 Research Group, University of Nottingham, Nottingham, UK","Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Intelligent Modelling and Analysis Research Group, University of Nottingham, Nottingham, U.K","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070095814"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":2.2012,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.89505982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1185","last_page":"1192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9979000091552734,"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":0.9979000091552734,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9894999861717224,"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/computer-science","display_name":"Computer science","score":0.7855931520462036},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.662294328212738},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6272205710411072},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6070747971534729},{"id":"https://openalex.org/keywords/fuzzy-electronics","display_name":"Fuzzy electronics","score":0.46884170174598694},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4577944874763489},{"id":"https://openalex.org/keywords/fuzzy-control-language","display_name":"Fuzzy Control Language","score":0.44782108068466187},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42033281922340393},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3544822037220001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3406638205051422},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32506343722343445},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.3161187171936035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7855931520462036},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.662294328212738},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6272205710411072},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6070747971534729},{"id":"https://openalex.org/C102805184","wikidata":"https://www.wikidata.org/wiki/Q5511117","display_name":"Fuzzy electronics","level":5,"score":0.46884170174598694},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4577944874763489},{"id":"https://openalex.org/C125228749","wikidata":"https://www.wikidata.org/wiki/Q5511064","display_name":"Fuzzy Control Language","level":5,"score":0.44782108068466187},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42033281922340393},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3544822037220001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3406638205051422},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32506343722343445},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.3161187171936035}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.460.721","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.460.721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ima.ac.uk/papers/wagner2011a.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4434080624","display_name":null,"funder_award_id":"EP/G065802/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W564030374","https://openalex.org/W1537748923","https://openalex.org/W1983658296","https://openalex.org/W2007717933","https://openalex.org/W2048049599","https://openalex.org/W2081241079","https://openalex.org/W2096643759","https://openalex.org/W2101286829","https://openalex.org/W2114868488","https://openalex.org/W2116433035","https://openalex.org/W2121398730","https://openalex.org/W2121647405","https://openalex.org/W2125288818","https://openalex.org/W2141178894","https://openalex.org/W2151614844","https://openalex.org/W2541166653","https://openalex.org/W2912565176"],"related_works":["https://openalex.org/W2389587734","https://openalex.org/W89251306","https://openalex.org/W2180034401","https://openalex.org/W1973690577","https://openalex.org/W1607089216","https://openalex.org/W2015916400","https://openalex.org/W2045941240","https://openalex.org/W2620069064","https://openalex.org/W2588764986","https://openalex.org/W4312585608"],"abstract_inverted_index":{"In":[0],"this":[1,131],"paper,":[2],"we":[3,38,85],"describe":[4,86],"the":[5,21,27,49,81,87,93],"main":[6],"functionality":[7],"of":[8,12,29,32,44,52,67,90,116],"an":[9],"initial":[10],"version":[11],"a":[13,97,114],"new":[14],"fuzzy":[15,33,57,71,110],"logic":[16,34,111],"software":[17,133],"toolkit":[18,25],"based":[19],"on":[20,92],"R":[22,82,94],"language.":[23],"The":[24],"supports":[26],"implementation":[28,51],"several":[30,42,103],"types":[31],"inference":[35],"systems":[36],"and":[37,40,54,64,69,121,128],"discuss":[39],"present":[41],"aspects":[43],"its":[45],"capabilities":[46],"to":[47,109,113],"allow":[48],"straightforward":[50],"type-1":[53,68],"interval":[55],"type-2":[56,70],"systems.":[58],"We":[59],"include":[60],"source":[61],"code":[62],"examples":[63],"visualizations":[65,78],"both":[66],"sets":[72],"as":[73,75,96],"well":[74],"output":[76],"surface":[77],"generated":[79],"using":[80],"toolkit.":[83],"Finally,":[84],"significant":[88],"benefits":[89],"relying":[91],"language":[95,98],"which":[99],"is":[100],"employed":[101],"across":[102],"research":[104],"disciplines":[105],"(thus":[106],"enabling":[107],"access":[108],"tools":[112],"variety":[115],"researchers),":[117],"outline":[118],"future":[119],"developments":[120],"most":[122],"importantly":[123],"call":[124],"for":[125],"contributions,":[126],"comments":[127],"feedback":[129],"to/on":[130],"open-source":[132],"development":[134],"effort.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}