{"id":"https://openalex.org/W2138015345","doi":"https://doi.org/10.1109/fuzzy.2010.5584831","title":"An evolving Mamdani-Takagi-Sugeno based neural-fuzzy inference system with improved interpretability-accuracy","display_name":"An evolving Mamdani-Takagi-Sugeno based neural-fuzzy inference system with improved interpretability-accuracy","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2138015345","doi":"https://doi.org/10.1109/fuzzy.2010.5584831","mag":"2138015345"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","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/A5024512006","display_name":"Weng Luen Ho","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":"Weng Luen Ho","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence (C2i), 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":"Centre for Computational Intelligence (C2i), School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050997847","display_name":"W.L. 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":false,"raw_author_name":"Whye Loon Tung","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence (C2i), 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":"Centre for Computational Intelligence (C2i), School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","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":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence (C2i), 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":"Centre for Computational Intelligence (C2i), 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/A5024512006"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.9021,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81310487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9965999722480774,"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":0.9352999925613403,"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/interpretability","display_name":"Interpretability","score":0.8816486597061157},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7124084234237671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926397085189819},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6814044713973999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.645835280418396},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.6270242929458618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5770983099937439},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5711995363235474},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5389874577522278},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5166178345680237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4486921429634094}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8816486597061157},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7124084234237671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926397085189819},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6814044713973999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.645835280418396},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6270242929458618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5770983099937439},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5711995363235474},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5389874577522278},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5166178345680237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4486921429634094},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W635500860","https://openalex.org/W2085583853","https://openalex.org/W2097225284","https://openalex.org/W2112618766","https://openalex.org/W2118790915","https://openalex.org/W2128539603","https://openalex.org/W2129013743","https://openalex.org/W2135605639","https://openalex.org/W2144276202","https://openalex.org/W2151863350","https://openalex.org/W2152161790","https://openalex.org/W2159265133","https://openalex.org/W2161639050","https://openalex.org/W2162635690","https://openalex.org/W2259289169","https://openalex.org/W2313953460","https://openalex.org/W3015379812","https://openalex.org/W4239194948"],"related_works":["https://openalex.org/W2050337454","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/W2595285209","https://openalex.org/W2357953609","https://openalex.org/W2367175432"],"abstract_inverted_index":{"This":[0,111],"paper":[1],"presents":[2],"a":[3,131],"novel":[4],"neural-fuzzy":[5,23,34],"network":[6],"architecture":[7],"named":[8],"the":[9,26,48,75,79,105,108,114,118,150,157],"evolving":[10],"Mamdani-Takagi-Sugeno":[11],"neural":[12],"fuzzy":[13,60,83,126],"inference":[14],"system":[15],"(eMTSFIS)":[16],"that":[17,33],"addresses":[18,113],"two":[19,146],"deficiencies":[20],"faced":[21],"by":[22],"systems.":[24],"Firstly,":[25],"dynamic":[27],"nature":[28],"of":[29,51,107,156],"real-world":[30],"problems":[31],"demands":[32],"systems":[35],"be":[36],"able":[37,92],"to":[38,46,93,104,136],"adapt":[39],"their":[40,44,52],"parameters":[41],"and":[42,63,70,82,100,124,141,153],"evolve":[43],"rule-bases":[45],"address":[47],"time-varying":[49],"characteristics":[50],"operating":[53],"environments.":[54],"Secondly,":[55],"in":[56],"practice,":[57],"having":[58],"good":[59],"rule-base":[61],"interpretability":[62,140],"high":[64],"modeling":[65,80,127,154],"accuracy":[66],"are":[67,163],"contradictory":[68],"requirements":[69],"one":[71],"usually":[72],"prevails":[73],"over":[74],"other":[76],"based":[77],"on":[78],"objective":[81],"rule":[84],"structure":[85],"employed.":[86],"The":[87,161],"proposed":[88,119,158],"eMTSFIS":[89,120,159],"model":[90,121],"is":[91],"achieve":[94,137],"life-long":[95],"learning":[96,134,151],"as":[97],"it":[98],"evolves":[99],"adapts":[101],"its":[102],"knowledge":[103],"dynamics":[106],"underlying":[109],"environment.":[110],"effectively":[112],"stability-plasticity":[115],"dilemma.":[116],"Also,":[117],"combines":[122],"Mamdani":[123],"T-S":[125],"approaches,":[128],"coupled":[129],"with":[130],"localized":[132],"parameter":[133],"approach,":[135],"both":[138],"improved":[139],"accuracy.":[142],"Experimental":[143],"results":[144,162],"from":[145],"benchmark":[147],"applications":[148],"demonstrate":[149],"robustness":[152],"versatility":[155],"model.":[160],"encouraging.":[164]},"counts_by_year":[{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
