{"id":"https://openalex.org/W2965463979","doi":"https://doi.org/10.1109/tfuzz.2019.2930492","title":"A Generalized Heterogeneous Type-2 Fuzzy Classifier and Its Industrial Application","display_name":"A Generalized Heterogeneous Type-2 Fuzzy Classifier and Its Industrial Application","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2965463979","doi":"https://doi.org/10.1109/tfuzz.2019.2930492","mag":"2965463979"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2019.2930492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2930492","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/A5100358009","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3573-152X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060233481","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-1265-0660"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101733229","display_name":"Linqing Wang","orcid":"https://orcid.org/0000-0003-0113-2024"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linqing Wang","raw_affiliation_strings":["School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391517","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-9599-8023"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"D. Wang","raw_affiliation_strings":["School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School\u00a0of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100358009"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":2.1002,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90355188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9925000071525574,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9919000267982483,"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":0.6987987756729126},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5536257028579712},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5533692836761475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5103356242179871},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5094495415687561},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49024444818496704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45493727922439575},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.44839417934417725},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4450077712535858},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.41469675302505493},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38896772265434265},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.3777018189430237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987987756729126},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5536257028579712},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5533692836761475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5103356242179871},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5094495415687561},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49024444818496704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45493727922439575},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.44839417934417725},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4450077712535858},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.41469675302505493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38896772265434265},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.3777018189430237}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2019.2930492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2930492","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2285047965","display_name":null,"funder_award_id":"No.61533005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2848122459","display_name":null,"funder_award_id":"No.61833003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W843185653","https://openalex.org/W1565746575","https://openalex.org/W1818179568","https://openalex.org/W1972262648","https://openalex.org/W1973713487","https://openalex.org/W1976526581","https://openalex.org/W1994477199","https://openalex.org/W1999860347","https://openalex.org/W2002561404","https://openalex.org/W2010971425","https://openalex.org/W2018162007","https://openalex.org/W2028913051","https://openalex.org/W2036485694","https://openalex.org/W2048144284","https://openalex.org/W2052345845","https://openalex.org/W2056901498","https://openalex.org/W2057683924","https://openalex.org/W2057974719","https://openalex.org/W2059414644","https://openalex.org/W2062494478","https://openalex.org/W2063615461","https://openalex.org/W2065372688","https://openalex.org/W2074917428","https://openalex.org/W2075427495","https://openalex.org/W2078443809","https://openalex.org/W2082425819","https://openalex.org/W2084812512","https://openalex.org/W2085337990","https://openalex.org/W2085463545","https://openalex.org/W2092144116","https://openalex.org/W2093768254","https://openalex.org/W2099556912","https://openalex.org/W2101911525","https://openalex.org/W2116119284","https://openalex.org/W2125631815","https://openalex.org/W2151813895","https://openalex.org/W2154940917","https://openalex.org/W2158698691","https://openalex.org/W2162706466","https://openalex.org/W2164098787","https://openalex.org/W2170036228","https://openalex.org/W2170104456","https://openalex.org/W2171253128","https://openalex.org/W2239853243","https://openalex.org/W2281536933","https://openalex.org/W2308507486","https://openalex.org/W2330396862","https://openalex.org/W2343538158","https://openalex.org/W2344552554","https://openalex.org/W2410506558","https://openalex.org/W2415111748","https://openalex.org/W2420609936","https://openalex.org/W2511274580","https://openalex.org/W2511492103","https://openalex.org/W2553191309","https://openalex.org/W2560785110","https://openalex.org/W2569194645","https://openalex.org/W2570437639","https://openalex.org/W2587123983","https://openalex.org/W2608668193","https://openalex.org/W2615799874","https://openalex.org/W2624457417","https://openalex.org/W2698548017","https://openalex.org/W2733931363","https://openalex.org/W2766201984","https://openalex.org/W2767573948","https://openalex.org/W2767636080","https://openalex.org/W2768525515","https://openalex.org/W2776378542","https://openalex.org/W2783998967","https://openalex.org/W2792527526","https://openalex.org/W2807681215","https://openalex.org/W2884905900","https://openalex.org/W2887718032","https://openalex.org/W2984822303","https://openalex.org/W4229936393","https://openalex.org/W6633774736","https://openalex.org/W6671611538","https://openalex.org/W6717666001"],"related_works":["https://openalex.org/W1980652001","https://openalex.org/W2164589519","https://openalex.org/W2135891541","https://openalex.org/W4380083368","https://openalex.org/W65441498","https://openalex.org/W2154097169","https://openalex.org/W1967710160","https://openalex.org/W1508347401","https://openalex.org/W1978134155","https://openalex.org/W2104217550"],"abstract_inverted_index":{"Recently,":[0],"evolving":[1],"fuzzy":[2,49,66,138,150],"systems":[3],"have":[4],"been":[5],"proved":[6],"to":[7,24,119,143],"be":[8],"effective":[9],"in":[10,38,56,106,183],"dealing":[11],"with":[12,88],"real-time":[13],"data":[14,74],"streams.":[15],"However,":[16],"their":[17],"fixed":[18],"structures":[19],"are":[20],"not":[21],"flexible":[22],"enough":[23],"address":[25],"the":[26,31,72,85,107,127,131,145,149,155,177,181,185],"structural":[27],"variations":[28],"triggered":[29],"by":[30,161,171],"changing":[32],"operating":[33],"conditions":[34],"or":[35],"system":[36],"states":[37],"complex":[39],"industrial":[40,73],"environments.":[41],"A":[42,91],"novel":[43],"generalized":[44],"heterogeneous":[45],"interval":[46],"type-2":[47],"(IT2)":[48],"classifier,":[50],"named":[51],"as":[52],"GHIT2Class,":[53],"is":[54,60,104,117,141,158],"proposed":[55,156,178],"this":[57,78],"paper,":[58],"which":[59],"built":[61],"upon":[62],"a":[63,112,162],"multivariable":[64],"IT2":[65,137],"neural":[67],"network.":[68],"To":[69],"fully":[70],"reflect":[71],"characteristics":[75],"of":[76,83,109,122,130,136,148,154,164],"uncertainty,":[77],"paper":[79],"proposes":[80],"an":[81],"approach":[82,179],"constructing":[84],"uncertainty":[86],"footprint":[87],"ellipsoidal":[89],"rotation.":[90],"rule":[92,114],"pruning":[93],"method":[94],"based":[95],"on":[96],"error":[97],"and":[98,111,133,167,190],"incentive":[99],"intensity":[100],"dynamic":[101],"adjustment":[102],"mechanism":[103,116],"reported":[105],"process":[108],"modeling,":[110],"corresponding":[113],"recall":[115],"designed":[118,142],"avoid":[120],"rules":[121],"catastrophic":[123],"forgetting.":[124],"In":[125],"addition,":[126],"simultaneous":[128],"update":[129],"upper":[132],"lower":[134],"bounds":[135],"consequent":[139],"parameters":[140],"relieve":[144],"computing":[146],"overhead":[147],"systems.":[151],"The":[152],"performance":[153],"GHIT2Class":[157],"experimentally":[159],"validated":[160],"number":[163],"synthetic":[165],"datasets":[166],"industry":[168],"study":[169],"cases":[170],"using":[172],"state-of-the-art":[173],"comparative":[174],"classifiers,":[175],"where":[176],"outperforms":[180],"others":[182],"achieving":[184],"best":[186],"tradeoff":[187],"between":[188],"accuracy":[189],"simplicity.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
