{"id":"https://openalex.org/W2124514331","doi":"https://doi.org/10.1109/eais.2013.6604104","title":"A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm","display_name":"A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2124514331","doi":"https://doi.org/10.1109/eais.2013.6604104","mag":"2124514331"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2013.6604104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2013.6604104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-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/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":true,"raw_author_name":"K. Subramanian","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":null,"display_name":"R. Savitha","orcid":null},"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":"R. Savitha","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":null,"display_name":"S. Suresh","orcid":null},"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":"S. Suresh","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, , Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073989080"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":10.8733,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9819828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"48","last_page":"55"},"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":0.9973999857902527,"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":0.963100016117096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6353998184204102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6122917532920837},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5687776803970337},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5354647040367126},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4998607635498047},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4926028847694397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.489674836397171},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4443363547325134},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.34225353598594666},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3307989835739136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6353998184204102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6122917532920837},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5687776803970337},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5354647040367126},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4998607635498047},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4926028847694397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.489674836397171},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4443363547325134},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.34225353598594666},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3307989835739136},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eais.2013.6604104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2013.6604104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/106697","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/106697","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W34827228","https://openalex.org/W168366118","https://openalex.org/W1546703732","https://openalex.org/W1560723556","https://openalex.org/W1598182466","https://openalex.org/W1625985535","https://openalex.org/W1866544748","https://openalex.org/W1965037862","https://openalex.org/W1968930420","https://openalex.org/W1969885712","https://openalex.org/W1977295306","https://openalex.org/W1979041275","https://openalex.org/W1981144549","https://openalex.org/W1986452376","https://openalex.org/W1988727702","https://openalex.org/W1995193929","https://openalex.org/W1996474046","https://openalex.org/W2006476624","https://openalex.org/W2019207321","https://openalex.org/W2023163512","https://openalex.org/W2025232202","https://openalex.org/W2026131661","https://openalex.org/W2026333689","https://openalex.org/W2030842930","https://openalex.org/W2030950474","https://openalex.org/W2035551203","https://openalex.org/W2036162736","https://openalex.org/W2039652152","https://openalex.org/W2041478738","https://openalex.org/W2042042193","https://openalex.org/W2051832842","https://openalex.org/W2052873478","https://openalex.org/W2059901265","https://openalex.org/W2061934806","https://openalex.org/W2067517391","https://openalex.org/W2070097968","https://openalex.org/W2072506331","https://openalex.org/W2075427495","https://openalex.org/W2078564289","https://openalex.org/W2084812512","https://openalex.org/W2085894327","https://openalex.org/W2088866250","https://openalex.org/W2092682490","https://openalex.org/W2097973719","https://openalex.org/W2103400599","https://openalex.org/W2103914106","https://openalex.org/W2106772201","https://openalex.org/W2109205796","https://openalex.org/W2109337768","https://openalex.org/W2109413825","https://openalex.org/W2114865067","https://openalex.org/W2124674986","https://openalex.org/W2126546338","https://openalex.org/W2129013743","https://openalex.org/W2132093718","https://openalex.org/W2136340804","https://openalex.org/W2137634356","https://openalex.org/W2141804730","https://openalex.org/W2144276202","https://openalex.org/W2151863350","https://openalex.org/W2152161790","https://openalex.org/W2153635508","https://openalex.org/W2154940917","https://openalex.org/W2155298532","https://openalex.org/W2156869838","https://openalex.org/W2157166487","https://openalex.org/W2159311532","https://openalex.org/W2160323149","https://openalex.org/W2162635690","https://openalex.org/W2162706466","https://openalex.org/W2164879989","https://openalex.org/W2165729498","https://openalex.org/W2166621107","https://openalex.org/W2168618665","https://openalex.org/W2169814901","https://openalex.org/W2171074660","https://openalex.org/W2982720039","https://openalex.org/W3082512870","https://openalex.org/W4206636130","https://openalex.org/W6641361580","https://openalex.org/W6678698135","https://openalex.org/W6684519947"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","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],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,26,30,46,94,135,147,183],"Meta-cognitive":[6],"Interval":[7,38],"Type-2":[8,39],"neuro-Fuzzy":[9,40],"Inference":[10,41],"System":[11,42],"(McIT2FIS)":[12],"classifier":[13],"and":[14,29,61,65,118,130,157],"its":[15],"projection":[16],"based":[17],"learning":[18,96,192],"algorithm.":[19],"McIT2FIS":[20,179],"consists":[21],"of":[22,89,122,172,178,185,208],"two":[23],"components,":[24],"namely,":[25],"cognitive":[27,34,83],"component":[28,35,113],"meta-cognitive":[31,101,112],"component.":[32,84,102],"The":[33,85,176,194],"is":[36,91,106,138,145,180],"an":[37,142],"(IT2FIS)":[43],"represented":[44,72,80],"as":[45],"six":[47],"layered":[48],"adaptive":[49],"network":[50,164],"realizing":[51],"Takagi-Sugeno-Kang":[52],"type":[53],"inference":[54],"mechanism.":[55],"IT2FIS":[56,90],"begins":[57],"with":[58,198],"zero":[59],"rules,":[60],"rules":[62],"are":[63],"added":[64,139],"updated":[66],"depending":[67],"on":[68,182],"the":[69,74,82,100,109,111,115,123,163,168,173,203],"relative":[70],"knowledge":[71,86],"by":[73,81,93],"sample":[75,105,125,158],"in":[76,202],"comparison":[77,197],"to":[78,108,126,161,167],"that":[79,98],"representation":[87],"ability":[88],"controlled":[92],"self-regulatory":[95],"mechanism":[97],"forms":[99],"As":[103],"each":[104],"presented":[107],"network,":[110],"monitors":[114],"hinge-loss":[116],"error":[117,174],"class-specific":[119],"spherical":[120],"potential":[121],"current":[124],"decide":[127],"what-to-learn,":[128],"when-to-learn":[129],"how-to-learn":[131],"them,":[132],"efficiently.":[133],"When":[134],"new":[136],"rule":[137,144],"or":[140],"when":[141],"existing":[143],"updated,":[146],"Projection":[148],"Based":[149],"Learning":[150],"(PBL)":[151],"algorithm":[152],"uses":[153],"class":[154],"specific":[155],"criterion":[156,160],"overlap":[159],"estimate":[162],"parameters":[165],"corresponding":[166],"minimum":[169],"energy":[170],"point":[171],"function.":[175],"performance":[177,196,207],"evaluated":[181],"set":[184],"benchmark":[186],"classification":[187],"problems":[188],"from":[189],"UCI":[190],"machine":[191],"repository.":[193],"statistical":[195],"other":[199],"algorithms":[200],"available":[201],"literature":[204],"indicates":[205],"improved":[206],"McIT2FIS.":[209]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2016-06-24T00:00:00"}
