{"id":"https://openalex.org/W2062494478","doi":"https://doi.org/10.1109/tfuzz.2015.2403793","title":"An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm","display_name":"An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm","publication_year":2015,"publication_date":"2015-02-13","ids":{"openalex":"https://openalex.org/W2062494478","doi":"https://doi.org/10.1109/tfuzz.2015.2403793","mag":"2062494478"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2015.2403793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2015.2403793","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/A5102016041","display_name":"Ankit Das","orcid":"https://orcid.org/0000-0001-6702-7951"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Ankit Kumar Das","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073989080","display_name":"K. R. Subramanian","orcid":"https://orcid.org/0000-0002-5979-797X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kartick Subramanian","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765440","display_name":"Suresh Sundaram","orcid":"https://orcid.org/0000-0001-6275-0921"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Suresh Sundaram","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102016041"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":15.532,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.99000638,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"23","issue":"6","first_page":"2080","last_page":"2093"},"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":0.9994999766349792,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9832000136375427,"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":0.6138920783996582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5931269526481628},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.545322597026825},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4975145161151886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4863494038581848},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4832340180873871},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47745281457901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44897571206092834},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43313950300216675},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.42332300543785095},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4126589000225067},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23553964495658875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6138920783996582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5931269526481628},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.545322597026825},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4975145161151886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4863494038581848},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4832340180873871},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47745281457901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44897571206092834},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43313950300216675},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.42332300543785095},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4126589000225067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23553964495658875},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2015.2403793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2015.2403793","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":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2330329230","display_name":null,"funder_award_id":"2014-T1-001-177","funder_id":"https://openalex.org/F4320320766","funder_display_name":"Nanyang Technological University"}],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321026","display_name":"Ministry of Earth Sciences","ror":"https://ror.org/013cf5k59"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W168366118","https://openalex.org/W1598182466","https://openalex.org/W1965037862","https://openalex.org/W1968930420","https://openalex.org/W1969885712","https://openalex.org/W1974431321","https://openalex.org/W1981144549","https://openalex.org/W1983658296","https://openalex.org/W1987811993","https://openalex.org/W1994477199","https://openalex.org/W1999277376","https://openalex.org/W2016150415","https://openalex.org/W2019207321","https://openalex.org/W2021429464","https://openalex.org/W2022673907","https://openalex.org/W2025544956","https://openalex.org/W2025941315","https://openalex.org/W2030842930","https://openalex.org/W2039652152","https://openalex.org/W2041775680","https://openalex.org/W2051832842","https://openalex.org/W2059901265","https://openalex.org/W2067517391","https://openalex.org/W2070097968","https://openalex.org/W2074917428","https://openalex.org/W2075427495","https://openalex.org/W2077202034","https://openalex.org/W2084812512","https://openalex.org/W2085463545","https://openalex.org/W2090794980","https://openalex.org/W2092144116","https://openalex.org/W2103232511","https://openalex.org/W2105985709","https://openalex.org/W2106772201","https://openalex.org/W2112338494","https://openalex.org/W2114883321","https://openalex.org/W2129013743","https://openalex.org/W2134961275","https://openalex.org/W2141804730","https://openalex.org/W2144276202","https://openalex.org/W2147968325","https://openalex.org/W2149604064","https://openalex.org/W2149816138","https://openalex.org/W2151863350","https://openalex.org/W2154940917","https://openalex.org/W2157166487","https://openalex.org/W2158004375","https://openalex.org/W2162635690","https://openalex.org/W2162706466","https://openalex.org/W2165729498","https://openalex.org/W2169814901","https://openalex.org/W2170104456","https://openalex.org/W2313953460","https://openalex.org/W2320601892","https://openalex.org/W2598771954","https://openalex.org/W2984822303","https://openalex.org/W4245152641","https://openalex.org/W4253708194","https://openalex.org/W6649976808","https://openalex.org/W6671611538","https://openalex.org/W6682133608"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W4390103748","https://openalex.org/W2389800468","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W3006331445"],"abstract_inverted_index":{"In":[0,40],"this":[1],"paper,":[2],"we":[3,49],"propose":[4,50],"an":[5],"evolving":[6,122],"interval":[7,21,57,137],"type-2":[8,22,138,157],"neurofuzzy":[9,139],"inference":[10,38,45,140,161],"system":[11,141],"(IT2FIS)":[12],"and":[13,32,47,79,87,110,152,158],"its":[14,89],"fully":[15],"sequential":[16,73],"learning":[17,94,99,102,108,127],"algorithm.":[18],"IT2FIS":[19,83,114,123],"employs":[20],"fuzzy":[23,37,59,65,160],"sets":[24],"in":[25,61,67,191],"the":[26,33,44,68,72,101,112,117,164,167,192],"antecedent":[27,62],"part":[28],"of":[29,107,135,148,166],"each":[30],"rule":[31],"consequent":[34],"realizes":[35],"Takagi-Sugeno-Kang":[36],"mechanism.":[39],"order":[41],"to":[42,55,63,115,131],"render":[43],"fast":[46],"accurate,":[48],"a":[51,76,125,146,174],"data-driven":[52],"interval-reduction":[53],"approach":[54],"convert":[56],"type-1":[58,64,159],"set":[60,147],"number":[66],"consequent.":[69],"During":[70],"learning,":[71],"algorithm":[74,128],"learns":[75],"sample":[77],"one-by-one":[78],"only":[80],"once.":[81],"The":[82,97,179],"structure":[84],"evolves":[85],"automatically":[86],"adapts":[88],"network":[90],"parameters":[91],"using":[92,145,173],"metacognitive":[93,98,126,136],"mechanism":[95],"concurrently.":[96],"regulates":[100],"process":[103],"by":[104],"appropriate":[105],"selection":[106],"strategies":[109],"helps":[111],"proposed":[113,168],"approximate":[116],"input-output":[118],"relationship":[119],"efficiently.":[120],"An":[121],"employing":[124],"is":[129,143,153],"referred":[130],"as":[132],"McTI2FIS.":[133],"Performance":[134],"(McIT2FIS)":[142],"evaluated":[144,172],"benchmark":[149],"time-series":[150],"problems":[151],"compared":[154],"with":[155],"existing":[156,189],"systems.":[162],"Finally,":[163],"performance":[165],"McIT2FIS":[169,184],"has":[170],"been":[171],"practical":[175],"stock":[176],"price-tracking":[177],"problem.":[178],"results":[180,190],"clearly":[181],"highlight":[182],"that":[183],"performs":[185],"better":[186],"than":[187],"other":[188],"literature.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
