{"id":"https://openalex.org/W1980063284","doi":"https://doi.org/10.1109/tnn.2011.2167720","title":"SaFIN: A Self-Adaptive Fuzzy Inference Network","display_name":"SaFIN: A Self-Adaptive Fuzzy Inference Network","publication_year":2011,"publication_date":"2011-10-18","ids":{"openalex":"https://openalex.org/W1980063284","doi":"https://doi.org/10.1109/tnn.2011.2167720","mag":"1980063284","pmid":"https://pubmed.ncbi.nlm.nih.gov/22020678"},"language":"en","primary_location":{"id":"doi:10.1109/tnn.2011.2167720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2011.2167720","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"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 Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5003618782","display_name":"Sau Wai Tung","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":true,"raw_author_name":"Sau Wai Tung","raw_affiliation_strings":["Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, 639798 Singapore. swtung@pmail.ntu.edu.sg","Centre for Comput. Intell., Nanyang Technol. Univ., Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, 639798 Singapore. swtung@pmail.ntu.edu.sg","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Centre for Comput. Intell., Nanyang Technol. Univ., Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063229067","display_name":"Chai Quek","orcid":"https://orcid.org/0000-0002-7313-4339"},"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":"Chai Quek","raw_affiliation_strings":["Centre of Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Comput. Intell., Nanyang Technol. Univ., Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Centre of Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Centre for Comput. Intell., Nanyang Technol. Univ., Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["Institute of Infocomm Research, AStar, Singapore","Institute for Infocomm Research, A*STAR,Singapore,Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of Infocomm Research, AStar, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Institute for Infocomm Research, A*STAR,Singapore,Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003618782"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":8.1237,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.97351019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"12","first_page":"1928","last_page":"1940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10820","display_name":"Fuzzy Logic and Control Systems","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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.789460301399231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6513563394546509},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6365774869918823},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5710225105285645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5694986581802368},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5577352046966553},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5309309959411621},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5017237663269043},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4823424518108368},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.48209884762763977},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46771731972694397},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4382965564727783},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4223310649394989},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.42024150490760803},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4196774661540985},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4178028404712677},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38405656814575195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10168731212615967}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789460301399231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6513563394546509},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6365774869918823},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5710225105285645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5694986581802368},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5577352046966553},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5309309959411621},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5017237663269043},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4823424518108368},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.48209884762763977},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46771731972694397},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4382965564727783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4223310649394989},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.42024150490760803},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4196774661540985},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4178028404712677},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38405656814575195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10168731212615967},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnn.2011.2167720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2011.2167720","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"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 Neural Networks","raw_type":"journal-article"},{"id":"pmid:22020678","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22020678","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W96919566","https://openalex.org/W374615042","https://openalex.org/W1536559965","https://openalex.org/W1576064560","https://openalex.org/W1609536578","https://openalex.org/W1974777011","https://openalex.org/W1985254314","https://openalex.org/W1994477199","https://openalex.org/W2000195649","https://openalex.org/W2004873643","https://openalex.org/W2007187232","https://openalex.org/W2019207321","https://openalex.org/W2031033888","https://openalex.org/W2035545706","https://openalex.org/W2050288270","https://openalex.org/W2053872598","https://openalex.org/W2064686611","https://openalex.org/W2079325629","https://openalex.org/W2085629944","https://openalex.org/W2093487943","https://openalex.org/W2113076747","https://openalex.org/W2118790915","https://openalex.org/W2122111042","https://openalex.org/W2129013743","https://openalex.org/W2129021863","https://openalex.org/W2130915832","https://openalex.org/W2133085637","https://openalex.org/W2135605639","https://openalex.org/W2136496883","https://openalex.org/W2144276202","https://openalex.org/W2144397661","https://openalex.org/W2151863350","https://openalex.org/W2156060469","https://openalex.org/W2158316397","https://openalex.org/W2159265133","https://openalex.org/W2159371584","https://openalex.org/W2160422165","https://openalex.org/W2162635690","https://openalex.org/W2165729498","https://openalex.org/W2168777196","https://openalex.org/W3146863510","https://openalex.org/W4242782036","https://openalex.org/W4376848231"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W2357953609","https://openalex.org/W2367175432","https://openalex.org/W2374727787","https://openalex.org/W2288384671"],"abstract_inverted_index":{"There":[0],"are":[1,151],"generally":[2],"two":[3],"approaches":[4],"to":[5,66,98,113,139,154,189,230],"the":[6,25,30,36,46,55,62,77,81,100,123,133,148,160,168,174,187,197,201,218],"design":[7,14,20],"of":[8,24,45,64,80,159,176,227],"a":[9,22,86,108,156,213,225,235],"neural":[10,89,237],"fuzzy":[11,90,238],"system:":[12],"1)":[13,50],"by":[15,41,129],"human":[16],"experts,":[17],"and":[18,75,240],"2)":[19,54],"through":[21],"self-organization":[23],"numerical":[26],"training":[27,162],"data.":[28,163],"While":[29],"former":[31],"approach":[32],"is":[33,38,137,222],"highly":[34],"subjective,":[35],"latter":[37],"commonly":[39],"plagued":[40],"one":[42],"or":[43],"more":[44],"following":[47],"major":[48],"problems:":[49],"an":[51],"inconsistent":[52],"rulebase;":[53],"need":[56,169],"for":[57,170,179],"prior":[58,171],"knowledge":[59,72,172,192,195],"such":[60],"as":[61,114,234],"number":[63,175],"clusters":[65,142,150,177],"be":[67],"computed;":[68],"3)":[69],"heuristically":[70],"designed":[71],"acquisition":[73],"methodologies;":[74],"4)":[76],"stability-plasticity":[78],"tradeoff":[79],"system.":[82,198],"This":[83,164],"paper":[84],"presents":[85],"novel":[87],"self-organizing":[88,236],"system,":[91,239],"named":[92],"Self-Adaptive":[93],"Fuzzy":[94],"Inference":[95],"Network":[96],"(SaFIN),":[97],"address":[99],"aforementioned":[101],"deficiencies.":[102],"The":[103],"proposed":[104,206,219],"SaFIN":[105,136,186,208,220],"model":[106,221],"employs":[107],"new":[109,141,191],"clustering":[110],"technique":[111],"referred":[112],"categorical":[115],"learning-induced":[116],"partitioning":[117],"(CLIP),":[118],"which":[119],"draws":[120],"inspiration":[121],"from":[122],"behavioral":[124],"category":[125],"learning":[126],"process":[127],"demonstrated":[128],"humans.":[130],"By":[131],"employing":[132],"one-pass":[134],"CLIP,":[135],"able":[138,153],"incorporate":[140,190],"in":[143,196,224],"each":[144,180],"input-output":[145,181],"dimension":[146],"when":[147],"existing":[149],"not":[152,165],"give":[155],"satisfactory":[157],"representation":[158],"incoming":[161],"only":[166],"avoids":[167],"regarding":[173],"needed":[178],"dimension,":[182],"but":[183],"also":[184],"allows":[185],"flexibility":[188],"with":[193],"old":[194],"In":[199],"addition,":[200],"self-automated":[202],"rule":[203],"formation":[204],"mechanism":[205],"within":[207],"ensures":[209],"that":[210],"it":[211],"obtains":[212],"consistent":[214],"resultant":[215],"rulebase.":[216],"Subsequently,":[217],"employed":[223],"series":[226],"benchmark":[228],"simulations":[229],"demonstrate":[231],"its":[232],"efficiency":[233],"excellent":[241],"performances":[242],"have":[243],"been":[244],"achieved.":[245]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}