{"id":"https://openalex.org/W2343528125","doi":"https://doi.org/10.1109/tfuzz.2016.2540065","title":"Improved Uncertainty Capture for Nonsingleton Fuzzy Systems","display_name":"Improved Uncertainty Capture for Nonsingleton Fuzzy Systems","publication_year":2016,"publication_date":"2016-03-09","ids":{"openalex":"https://openalex.org/W2343528125","doi":"https://doi.org/10.1109/tfuzz.2016.2540065","mag":"2343528125"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2016.2540065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2016.2540065","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":true,"oa_status":"green","oa_url":"http://eprints.nottingham.ac.uk/45444/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045353652","display_name":"Amir Pourabdollah","orcid":"https://orcid.org/0000-0001-7737-1393"},"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":"Amir Pourabdollah","raw_affiliation_strings":["Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7737-1393","affiliations":[{"raw_affiliation_string":"Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K","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":["Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002578190","display_name":"Jabran Hussain Aladi","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":"Jabran Hussain Aladi","raw_affiliation_strings":["Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K","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":["Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Uncertainty in Data and Decision Making (LUCID), the Intelligent Modelling and Analysis Research Group, the University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":6.0634,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.9632016,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"6","first_page":"1513","last_page":"1524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9912999868392944,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9754999876022339,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6101080179214478},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5747730731964111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5267764329910278},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.52601158618927},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5164661407470703},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.4972522556781769},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.49278953671455383},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4668821692466736},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4086650609970093},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.3985888659954071},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36871910095214844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35954225063323975},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3509664535522461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2728844881057739}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6101080179214478},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5747730731964111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5267764329910278},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.52601158618927},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5164661407470703},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.4972522556781769},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.49278953671455383},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4668821692466736},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4086650609970093},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.3985888659954071},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36871910095214844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35954225063323975},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3509664535522461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2728844881057739},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tfuzz.2016.2540065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2016.2540065","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:irep.ntu.ac.uk:33087","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:eprints.nottingham.ac.uk:45444","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/45444/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196365","display_name":"Nottingham ePrints (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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:971708","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/971708","pdf_url":null,"source":{"id":"https://openalex.org/S4306402482","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:eprints.nottingham.ac.uk:45444","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/45444/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196365","display_name":"Nottingham ePrints (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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G31930598","display_name":"Towards Data-Driven Environmental Policy Design","funder_award_id":"EP/K012479/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G893809682","display_name":null,"funder_award_id":"EP/K012479/1","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":49,"referenced_works":["https://openalex.org/W28576920","https://openalex.org/W41280000","https://openalex.org/W118754115","https://openalex.org/W1439977626","https://openalex.org/W1580827655","https://openalex.org/W1971889990","https://openalex.org/W1992176519","https://openalex.org/W1994589624","https://openalex.org/W2002561404","https://openalex.org/W2006093877","https://openalex.org/W2013673646","https://openalex.org/W2018162007","https://openalex.org/W2019207321","https://openalex.org/W2028680476","https://openalex.org/W2036984693","https://openalex.org/W2047218451","https://openalex.org/W2050288270","https://openalex.org/W2063615461","https://openalex.org/W2067521002","https://openalex.org/W2081961519","https://openalex.org/W2090728914","https://openalex.org/W2094631910","https://openalex.org/W2096403732","https://openalex.org/W2099044018","https://openalex.org/W2103624324","https://openalex.org/W2106720714","https://openalex.org/W2107934763","https://openalex.org/W2134736145","https://openalex.org/W2137626069","https://openalex.org/W2141394518","https://openalex.org/W2142592802","https://openalex.org/W2148248432","https://openalex.org/W2151614844","https://openalex.org/W2157041604","https://openalex.org/W2165094119","https://openalex.org/W2171527822","https://openalex.org/W2173034867","https://openalex.org/W2178837686","https://openalex.org/W2227800227","https://openalex.org/W2414376918","https://openalex.org/W2598771954","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4245152641","https://openalex.org/W4249749961","https://openalex.org/W4292545615","https://openalex.org/W6604754185","https://openalex.org/W6634573862","https://openalex.org/W6715968463"],"related_works":["https://openalex.org/W2119061130","https://openalex.org/W3200513927","https://openalex.org/W2170495609","https://openalex.org/W2154201233","https://openalex.org/W2185713770","https://openalex.org/W2241432341","https://openalex.org/W2364840949","https://openalex.org/W1967710160","https://openalex.org/W1493159477","https://openalex.org/W1735147784"],"abstract_inverted_index":{"In":[0],"nonsingleton":[1],"fuzzy":[2,12,40,55,97],"logic":[3],"systems":[4],"(NSFLSs),":[5],"input":[6,11,18,39,54,123],"uncertainties":[7,30,44],"are":[8,161,189],"modeled":[9],"with":[10,64,182,232],"sets":[13,41,56,126],"in":[14,27,37,46,149,221],"order":[15],"to":[16,90,103,147,159],"capture":[17],"uncertainty":[19,152],"(e.g.,":[20],"sensor":[21],"noise).":[22],"The":[23,110,154],"performance":[24],"of":[25,42,61,75,95,108,119,122,129,138,168,185,200],"NSFLSs":[26,160],"handling":[28],"such":[29],"depends":[31],"on":[32,51,84,115],"both":[33],"the":[34,38,43,47,53,65,70,73,76,85,91,117,120,130,135,143,150,176,201,205,209,223,233],"appropriate":[35],"modeling":[36],"present":[45],"system's":[48],"inputs":[49,178],"and":[50,101,124,156,170,196],"how":[52],"(and":[57],"their":[58,139],"inherent":[59],"model":[60],"uncertainty)":[62],"interact":[63],"antecedent":[66,125],"and,":[67],"thus,":[68],"affect":[69],"inference":[71],"within":[72],"remainder":[74],"NSFLS.":[77,109],"This":[78],"paper":[79],"proposes":[80],"a":[81,105],"novel":[82,157],"development":[83],"latter.":[86],"Specifically,":[87],"an":[88],"alteration":[89],"standard":[92,234],"composition":[93],"method":[94,207,225],"type-1":[96],"relations":[98],"is":[99,113,214],"proposed":[100,111],"applied":[102],"build":[104],"new":[106,206,224],"type":[107],"approach":[112,158],"based":[114],"employing":[116],"centroid":[118],"intersection":[121],"as":[127],"origin":[128],"firing":[131],"degree,":[132],"rather":[133],"than":[134],"traditional":[136,155,210],"maximum":[137],"intersection,":[140],"thus":[141],"making":[142],"NSFLS":[144],"more":[145,219],"sensitive":[146],"changes":[148],"input's":[151],"characteristics.":[153],"experimentally":[162],"compared":[163,231],"for":[164,191],"two":[165],"well-known":[166],"problems":[167],"Mackey-Glass":[169],"Lorenz":[171],"chaotic":[172],"time-series":[173],"predictions,":[174],"where":[175],"NSFLSs'":[177],"have":[179],"been":[180],"perturbed":[181],"different":[183],"levels":[184],"Gaussian":[186],"noise.":[187],"Experiments":[188],"repeated":[190],"system":[192],"training":[193],"under":[194],"noisy":[195],"noise-free":[197],"conditions.":[198],"Analyses":[199],"results":[202],"show":[203],"that":[204,216],"outperforms":[208],"approach.":[211,235],"Moreover,":[212],"it":[213],"shown":[215],"while":[217],"formally":[218],"complex,":[220],"practice,":[222],"has":[226],"no":[227],"significant":[228],"computational":[229],"overhead":[230]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}