{"id":"https://openalex.org/W2899157626","doi":"https://doi.org/10.1142/s0218488518500393","title":"Parameter Prediction Based on Type-2 Fuzzy Clustering","display_name":"Parameter Prediction Based on Type-2 Fuzzy Clustering","publication_year":2018,"publication_date":"2018-11-02","ids":{"openalex":"https://openalex.org/W2899157626","doi":"https://doi.org/10.1142/s0218488518500393","mag":"2899157626"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488518500393","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488518500393","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based 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/A5039993767","display_name":"T\u00fcrkan Erbay Dalk\u0131l\u0131\u00e7","orcid":"https://orcid.org/0000-0003-2923-599X"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"T\u00fcrkan Erbay Dalkili\u00e7","raw_affiliation_strings":["Department of Statistics and Computer Science, Faculty of Science, Karadeniz Technical University, Trabzon, 61080, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Computer Science, Faculty of Science, Karadeniz Technical University, Trabzon, 61080, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067325651","display_name":"Seda Sa\u011firkaya","orcid":null},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seda Sa\u011firkaya","raw_affiliation_strings":["Department of Statistics and Computer Science, Faculty of Science, Karadeniz Technical University, Trabzon, 61080, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Computer Science, Faculty of Science, Karadeniz Technical University, Trabzon, 61080, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039993767"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.5075,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74749864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"06","first_page":"877","last_page":"892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9835000038146973,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9650999903678894,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7105048894882202},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.64140784740448},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6348727941513062},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6230402588844299},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5940932035446167},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5549514889717102},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5459572076797485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5376009345054626},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5309122800827026},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5101552605628967},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.4490889608860016},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4408321976661682},{"id":"https://openalex.org/keywords/flame-clustering","display_name":"FLAME clustering","score":0.41049039363861084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4035142958164215},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3281014561653137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3203994035720825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24198812246322632},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.21417942643165588}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7105048894882202},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.64140784740448},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6348727941513062},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6230402588844299},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5940932035446167},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5549514889717102},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5459572076797485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5376009345054626},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5309122800827026},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5101552605628967},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.4490889608860016},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4408321976661682},{"id":"https://openalex.org/C44859942","wikidata":"https://www.wikidata.org/wiki/Q5426511","display_name":"FLAME clustering","level":5,"score":0.41049039363861084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4035142958164215},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3281014561653137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3203994035720825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24198812246322632},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.21417942643165588}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488518500393","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488518500393","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W271907883","https://openalex.org/W1966646189","https://openalex.org/W1968026678","https://openalex.org/W1975661669","https://openalex.org/W1986455974","https://openalex.org/W1987876605","https://openalex.org/W1990368529","https://openalex.org/W1995450389","https://openalex.org/W2001912116","https://openalex.org/W2011782945","https://openalex.org/W2018317249","https://openalex.org/W2025542264","https://openalex.org/W2026489439","https://openalex.org/W2026829949","https://openalex.org/W2041775680","https://openalex.org/W2042779839","https://openalex.org/W2086149766","https://openalex.org/W2094510831","https://openalex.org/W2103535990","https://openalex.org/W2113272764","https://openalex.org/W2114883321","https://openalex.org/W2132885717","https://openalex.org/W2140742659","https://openalex.org/W2162706466","https://openalex.org/W2170104456","https://openalex.org/W2268197569","https://openalex.org/W2953435495","https://openalex.org/W4211007335","https://openalex.org/W4292158025"],"related_works":["https://openalex.org/W2674573885","https://openalex.org/W1487720066","https://openalex.org/W1975005191","https://openalex.org/W2781808531","https://openalex.org/W3107001035","https://openalex.org/W4361984403","https://openalex.org/W3207735076","https://openalex.org/W1501518539","https://openalex.org/W2791187250","https://openalex.org/W2066929655"],"abstract_inverted_index":{"In":[0,20,83],"regression":[1,42],"analysis,":[2],"the":[3,13,17,23,41,54,58,61,64,71,74,77,103,109,117,130,168,172,176,186,191,197],"data":[4,59,78],"have":[5],"different":[6],"distributions":[7],"which":[8],"requires":[9],"to":[10,114,129],"go":[11],"beyond":[12],"classical":[14],"analysis":[15,24,43],"during":[16],"prediction":[18,87,160,173],"process.":[19],"such":[21],"cases,":[22],"method":[25,107],"based":[26,44,88,147,189],"on":[27,45,89,148,190],"fuzzy":[28,46,91,97,104,136,152,180],"logic":[29,153],"is":[30,51,63,93,112,121,183],"preferred":[31],"as":[32,123,142,156],"alternative":[33],"methods.":[34],"There":[35],"are":[36,69,132,154],"couple":[37],"important":[38],"steps":[39],"in":[40,80],"logic.":[47],"One":[48],"of":[49,53,66,73,76,145,175],"them":[50],"identification":[52],"clusters":[55],"that":[56,68,165],"generate":[57],"set,":[60],"other":[62],"degree":[65,140],"memberships":[67],"determined":[70,133,166],"grades":[72],"contributions":[75],"contained":[79],"these":[81,162],"clusters.":[82],"this":[84],"study,":[85],"parameter":[86,159,182],"type-2":[90,135,151,179],"clustering":[92,98,137,146,181],"discussed.":[94],"Firstly,":[95],"type-1":[96,149,177],"problem":[99],"was":[100],"solved":[101],"by":[102,134,167],"c-means":[105],"(FCM)":[106],"when":[108],"fuzzifier":[110,118],"index":[111,119],"equal":[113],"two.":[115],"Then":[116],"m":[120],"defined":[122],"interval":[124],"number.":[125],"The":[126],"membership":[127,163],"degrees":[128,164],"sets":[131],"method.":[138],"Membership":[139],"obtained":[141],"a":[143],"result":[144,174],"and":[150,158,178,196],"used":[155],"weight":[157],"using":[161],"proposed":[169],"algorithm.":[170],"Finally,":[171],"compared":[184],"with":[185],"error":[187],"criterion":[188],"difference":[192],"between":[193],"observed":[194],"values":[195],"predicted":[198],"values.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
