{"id":"https://openalex.org/W2126551622","doi":"https://doi.org/10.1109/5326.669559","title":"Nonlinear system modeling by competitive learning and adaptive fuzzy inference system","display_name":"Nonlinear system modeling by competitive learning and adaptive fuzzy inference system","publication_year":1998,"publication_date":"1998-05-01","ids":{"openalex":"https://openalex.org/W2126551622","doi":"https://doi.org/10.1109/5326.669559","mag":"2126551622"},"language":"en","primary_location":{"id":"doi:10.1109/5326.669559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5326.669559","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"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 Systems, Man and Cybernetics, Part C (Applications and Reviews)","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/A5103173942","display_name":"Jianqin Chen","orcid":"https://orcid.org/0000-0003-0310-4844"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Qin Chen","raw_affiliation_strings":["Institute of Automation, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210112150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038377162","display_name":"Yugeng Xi","orcid":"https://orcid.org/0000-0001-8869-5676"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Geng Xi","raw_affiliation_strings":["Institute of Automation, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210112150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.731,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91582543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"2","first_page":"231","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9980999827384949,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.747340202331543},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6577497124671936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589585542678833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.536978542804718},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4739682376384735},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4415643513202667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43621203303337097},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4241645932197571},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3847687840461731},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3338322937488556},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3281759023666382},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3026583194732666}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.747340202331543},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6577497124671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589585542678833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.536978542804718},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4739682376384735},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4415643513202667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43621203303337097},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4241645932197571},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3847687840461731},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3338322937488556},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3281759023666382},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3026583194732666},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/5326.669559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5326.669559","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"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 Systems, Man and Cybernetics, Part C (Applications and Reviews)","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1971771294","https://openalex.org/W1990517717","https://openalex.org/W2016589492","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2071781501","https://openalex.org/W2079325629","https://openalex.org/W2088820782","https://openalex.org/W2095941969","https://openalex.org/W2097340162","https://openalex.org/W2101036899","https://openalex.org/W2105641627","https://openalex.org/W2106504576","https://openalex.org/W2108938091","https://openalex.org/W2112783345","https://openalex.org/W2116308743","https://openalex.org/W2128059168","https://openalex.org/W2137983211","https://openalex.org/W2138484437","https://openalex.org/W2144707090","https://openalex.org/W2146109951","https://openalex.org/W2149350706","https://openalex.org/W2150355110","https://openalex.org/W2156060469","https://openalex.org/W2157890204","https://openalex.org/W2159540571","https://openalex.org/W2161474078","https://openalex.org/W2166322089","https://openalex.org/W2168993425","https://openalex.org/W2171277043","https://openalex.org/W3146803896","https://openalex.org/W4232670376"],"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":{"Modeling":[0],"nonlinear":[1],"systems":[2,8],"by":[3,69,98,137],"neural":[4,32],"networks":[5],"and":[6,17,20,34,82,126,141],"fuzzy":[7,29,43,92,130],"encounters":[9],"problems":[10],"such":[11],"as":[12],"the":[13,59,62,75,86,91,104,107,111,119,122,127,138,144],"conflict":[14],"between":[15],"overfitting":[16],"good":[18],"generalization":[19],"low":[21],"reliability,":[22],"which":[23],"requires":[24],"a":[25,48],"great":[26],"number":[27],"of":[28,110,121],"rules":[30],"or":[31],"nodes":[33],"uses":[35],"very":[36],"complicated":[37],"learning":[38,49,105,124],"algorithms.":[39],"A":[40],"new":[41,128],"adaptive":[42,129],"inference":[44,131],"system,":[45,132],"combined":[46],"with":[47,55,143],"algorithm,":[50,106],"is":[51,114],"proposed":[52,123,139],"to":[53],"cope":[54],"these":[56],"problems.":[57],"First,":[58],"algorithm":[60],"partitions":[61],"input":[63,80],"space":[64],"into":[65],"some":[66],"local":[67,79,96],"regions":[68],"competitive":[70],"learning,":[71],"then":[72],"it":[73,89],"determines":[74],"decision":[76,87,112],"boundaries":[77,113],"for":[78,94],"regions,":[81],"finally,":[83],"based":[84],"on":[85],"boundaries,":[88],"learns":[90],"rule":[93],"each":[95],"region":[97],"recursive":[99],"least":[100],"squares":[101],"(RLS).":[102],"In":[103],"key":[108],"role":[109],"highly":[115],"emphasized.":[116],"To":[117],"demonstrate":[118],"validity":[120],"approach":[125],"four":[133],"examples":[134],"are":[135],"studied":[136],"method":[140],"compared":[142],"previous":[145],"results.":[146]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}