{"id":"https://openalex.org/W4400487635","doi":"https://doi.org/10.1109/tfuzz.2024.3426363","title":"Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification","display_name":"Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400487635","doi":"https://doi.org/10.1109/tfuzz.2024.3426363"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2024.3426363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3426363","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/A5095839244","display_name":"Yusuf G\u00fcven","orcid":"https://orcid.org/0009-0009-4303-6445"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yusuf G\u00fcven","raw_affiliation_strings":["Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye"],"raw_orcid":"https://orcid.org/0009-0009-4303-6445","affiliations":[{"raw_affiliation_string":"Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095839243","display_name":"Ata K\u00f6kl\u00fc","orcid":"https://orcid.org/0009-0007-3729-0514"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ata K\u00f6kl\u00fc","raw_affiliation_strings":["Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye"],"raw_orcid":"https://orcid.org/0009-0007-3729-0514","affiliations":[{"raw_affiliation_string":"Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010725194","display_name":"Tufan Kumbasar","orcid":"https://orcid.org/0000-0001-9366-0240"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tufan Kumbasar","raw_affiliation_strings":["Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye"],"raw_orcid":"https://orcid.org/0000-0001-9366-0240","affiliations":[{"raw_affiliation_string":"Control and Automation Engineering Department, Istanbul Technical University, Istanbul, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":3.3616,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92944332,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"33","issue":"1","first_page":"314","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9556000232696533,"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":0.9556000232696533,"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":0.613332211971283},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5281752943992615},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.49851393699645996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4980769157409668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4496154189109802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41353127360343933}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.613332211971283},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5281752943992615},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.49851393699645996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4980769157409668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4496154189109802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41353127360343933}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2024.3426363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3426363","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:polen.itu.edu.tr:11527/66486","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/66486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315144","display_name":"MathWorks","ror":"https://ror.org/01n8qtk87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1594344279","https://openalex.org/W1981144549","https://openalex.org/W1991358523","https://openalex.org/W2068928057","https://openalex.org/W2132885717","https://openalex.org/W2151614844","https://openalex.org/W2282429601","https://openalex.org/W2796698500","https://openalex.org/W2884905900","https://openalex.org/W2903175400","https://openalex.org/W2962755824","https://openalex.org/W2962784566","https://openalex.org/W2979719046","https://openalex.org/W3005377970","https://openalex.org/W3036123607","https://openalex.org/W3049423707","https://openalex.org/W3102100346","https://openalex.org/W3134990095","https://openalex.org/W3135685413","https://openalex.org/W3153653334","https://openalex.org/W3173971248","https://openalex.org/W3176678404","https://openalex.org/W3204721342","https://openalex.org/W3205663647","https://openalex.org/W4245152641","https://openalex.org/W4254931243","https://openalex.org/W4285066542","https://openalex.org/W4285110082","https://openalex.org/W4304014872","https://openalex.org/W4307311553","https://openalex.org/W4366310701","https://openalex.org/W4384928674","https://openalex.org/W4386918828","https://openalex.org/W4388516580","https://openalex.org/W4389921377","https://openalex.org/W4401329544","https://openalex.org/W6748876104","https://openalex.org/W6767572230","https://openalex.org/W6779560548","https://openalex.org/W6784896029"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793","https://openalex.org/W135622916"],"abstract_inverted_index":{"This":[0,99],"article":[1,100],"introduces":[2],"an":[3,201],"exploration":[4],"of":[5,33,39,45,56,66,86,117,148,175,228,237],"general":[6],"Type-2":[7],"(GT2)":[8],"fuzzy":[9,17,222],"logic":[10],"systems":[11],"(FLSs)":[12],"via":[13],"Zadeh's":[14],"(Z)":[15],"GT2":[16],"set":[18],"(FS)":[19],"definition,":[20],"with":[21,47],"a":[22,81,90,103,107,138,155,179,195,242],"strong":[23],"emphasis":[24],"on":[25],"advancing":[26],"uncertainty":[27],"quantification":[28],"(UQ).":[29],"At":[30],"the":[31,37,43,53,64,67,73,84,146,160,173,214,232],"heart":[32],"our":[34],"contribution":[35],"is":[36,58],"introduction":[38],"Z-GT2-FLS,":[40,238],"formed":[41],"through":[42,137],"integration":[44],"Z-GT2-FS":[46],"the$\\alpha$-plane":[48],"representation.":[49],"We":[50,170],"show":[51,212],"that":[52,114,213],"design":[54],"flexibility":[55,185],"GT2-FLS":[57],"increased":[59],"as":[60,241],"it":[61,240],"takes":[62],"away":[63],"dependency":[65],"secondary":[68],"membership":[69,75],"function":[70,164],"definition":[71],"from":[72],"primary":[74],"function.":[76,141],"For":[77,191],"learning,":[78,192],"we":[79,128,144,193,211],"provide":[80],"solution":[82],"to":[83,92,111,150,158,177,204,220],"curse":[85],"dimensionality":[87],"problem":[88],"alongside":[89,122,200],"method":[91,199],"seamlessly":[93],"integrate":[94],"deep":[95],"learning":[96,198,206],"(DL)":[97],"optimizers.":[98],"further":[101],"presents":[102],"dual-focused":[104],"Z-GT2-FLS":[105,149,176,215],"within":[106],"DL":[108,156,224],"framework,":[109],"intending":[110],"learn":[112,159],"Z-GT2-FLSs":[113],"are":[115],"capable":[116],"achieving":[118],"high-quality":[119],"prediction":[120],"intervals":[121],"high":[123],"precision.":[124],"In":[125,142],"this":[126,229],"context,":[127],"assign":[129],"distinct":[130],"roles":[131],"for$\\alpha":[132],"_{k}$-plane-associated":[133],"interval":[134],"type-2":[135],"FLSs":[136],"composite":[139],"loss":[140],"addition,":[143],"extend":[145],"application":[147],"predictive":[151],"distribution":[152,163],"estimation,":[153],"proposing":[154],"framework":[157],"inverse":[161],"cumulative":[162],"by":[165],"predicting":[166],"entire":[167],"quantile":[168,180,197],"levels.":[169],"first":[171],"reformulate":[172],"output":[174],"represent":[178],"level":[181],"function,":[182],"thereby":[183],"offering":[184],"in":[186,217],"generating":[187],"desired":[188],"quantiles":[189],"through$\\alpha$-planes.":[190],"propose":[194],"simultaneous":[196],"adaptation":[202],"mechanism":[203],"enhance":[205],"performance.":[207],"Through":[208],"comparative":[209],"analyses,":[210],"excels":[216],"UQ":[218],"compared":[219],"its":[221],"and":[223,234],"counterparts.":[225],"The":[226],"contributions":[227],"study":[230],"underscore":[231],"versatility":[233],"superior":[235],"performance":[236],"positioning":[239],"valuable":[243],"tool":[244],"for":[245],"UQ.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
