{"id":"https://openalex.org/W1972471335","doi":"https://doi.org/10.1080/03081070701500059","title":"Data-driven evolving fuzzy systems using eTS and FLEXFIS: comparative analysis","display_name":"Data-driven evolving fuzzy systems using eTS and FLEXFIS: comparative analysis","publication_year":2007,"publication_date":"2007-11-22","ids":{"openalex":"https://openalex.org/W1972471335","doi":"https://doi.org/10.1080/03081070701500059","mag":"1972471335"},"language":"en","primary_location":{"id":"doi:10.1080/03081070701500059","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081070701500059","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General 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/A5039480864","display_name":"Plamen Angelov","orcid":"https://orcid.org/0000-0002-5770-934X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Plamen Angelov","raw_affiliation_strings":["Department of Communication Systems, Infolab21, Lancaster University, Lancaster, LA1 4WA, UK","Department of Communication Systems, InfoLab21, Lancaster University, Lancaster LA1 4WA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication Systems, Infolab21, Lancaster University, Lancaster, LA1 4WA, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Department of Communication Systems, InfoLab21, Lancaster University, Lancaster LA1 4WA, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010578654","display_name":"Edwin Lughofer","orcid":"https://orcid.org/0000-0003-1560-5136"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Edwin Lughofer","raw_affiliation_strings":["Fuzzy Logic Laboratorium Linz-Hagenberg, Johannes Kepler University Linz, A-4040, Linz, Austria","Fuzzy Logic Laboratorium Linz-Hagenberg , Johannes Kepler University Linz , A-4040, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzzy Logic Laboratorium Linz-Hagenberg, Johannes Kepler University Linz, A-4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"Fuzzy Logic Laboratorium Linz-Hagenberg , Johannes Kepler University Linz , A-4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039480864"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":3.3225,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92438377,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"37","issue":"1","first_page":"45","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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":0.9987999796867371,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9955000281333923,"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":0.7081018090248108},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5524126291275024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5418385863304138},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5406100749969482},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5016708374023438},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4958101212978363},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4868156611919403},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4644268751144409},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4526682496070862},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.41780516505241394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7081018090248108},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5524126291275024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5418385863304138},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5406100749969482},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5016708374023438},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4958101212978363},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4868156611919403},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4644268751144409},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4526682496070862},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.41780516505241394},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/03081070701500059","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081070701500059","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G643151945","display_name":null,"funder_award_id":"EP/D077680/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W49797043","https://openalex.org/W139044672","https://openalex.org/W164752719","https://openalex.org/W178056938","https://openalex.org/W1027096445","https://openalex.org/W1480376833","https://openalex.org/W1536929369","https://openalex.org/W1542813816","https://openalex.org/W1554944419","https://openalex.org/W1570834090","https://openalex.org/W1965324089","https://openalex.org/W2003516238","https://openalex.org/W2010611103","https://openalex.org/W2019207321","https://openalex.org/W2059121040","https://openalex.org/W2070906786","https://openalex.org/W2094603430","https://openalex.org/W2101036899","https://openalex.org/W2106504576","https://openalex.org/W2107082000","https://openalex.org/W2113176733","https://openalex.org/W2117291757","https://openalex.org/W2120587290","https://openalex.org/W2120845436","https://openalex.org/W2121752810","https://openalex.org/W2133089655","https://openalex.org/W2136340804","https://openalex.org/W2139537204","https://openalex.org/W2141168117","https://openalex.org/W2145479133","https://openalex.org/W2151863350","https://openalex.org/W2153263874","https://openalex.org/W2161171165","https://openalex.org/W2162635690","https://openalex.org/W2229210892","https://openalex.org/W2475489172","https://openalex.org/W2913399920","https://openalex.org/W3146863510","https://openalex.org/W4230325315","https://openalex.org/W4244017338","https://openalex.org/W6632643149"],"related_works":["https://openalex.org/W2083347156","https://openalex.org/W2069446265","https://openalex.org/W4255973740","https://openalex.org/W2898732673","https://openalex.org/W4389449520","https://openalex.org/W2410053581","https://openalex.org/W135622916","https://openalex.org/W1822436433","https://openalex.org/W2135010468","https://openalex.org/W2148203161"],"abstract_inverted_index":{"In":[0,72],"this":[1,73,149],"paper,":[2,130],"two":[3],"approaches":[4,30],"for":[5,80,139,193],"the":[6,13,43,57,75,119,126,129,143,183,187,190],"incremental":[7,48,120,144],"data-driven":[8],"learning":[9,49,70,121,145],"of":[10,12,19,35,52,94,118,128,189],"one":[11],"most":[14],"effective":[15],"fuzzy":[16,39,61,140],"model,":[17],"namely":[18],"so-called":[20],"Takagi\u2013Sugeno":[21],"type,":[22],"are":[23,78,123],"compared.":[24],"The":[25],"algorithms":[26,122],"that":[27],"realize":[28],"these":[29],"include":[31],"not":[32],"only":[33],"adaptation":[34],"linear":[36],"parameters":[37,54],"in":[38,42,56,63,85,98,148],"systems":[40,141],"appearing":[41,55],"rule":[44,69],"consequents,":[45],"but":[46],"also":[47],"and":[50,142,158],"evolution":[51],"premise":[53],"membership":[58],"functions":[59],"(i.e.":[60],"sets)":[62],"sample":[64],"mode":[65],"together":[66],"with":[67,153],"a":[68,92,132,179],"strategy.":[71],"sense":[74],"proposed":[76],"methods":[77,138,146],"applicable":[79],"fast":[81,194],"model":[82,156],"training":[83],"tasks":[84],"various":[86],"industrial":[87,172],"processes,":[88],"whenever":[89],"there":[90],"is":[91,151,163],"demand":[93],"online":[95,110,195],"system":[96,105,108],"identification":[97,196],"order":[99],"to":[100,107,155],"apply":[101],"models":[102],"representing":[103],"nonlinear":[104],"behaviors":[106],"monitoring,":[109],"fault":[111],"detection":[112],"or":[113],"open-loop":[114],"control.":[115],"An":[116],"evaluation":[117,162],"included":[124],"at":[125],"end":[127],"where":[131],"comparison":[133],"between":[134],"conventional":[135],"batch":[136],"modelling":[137],"demonstrated":[147],"paper":[150],"made":[152],"respect":[154],"qualities":[157],"computation":[159],"time.":[160],"This":[161],"based":[164],"on":[165,182],"high":[166],"dimensional":[167],"data":[168],"coming":[169],"from":[170,178],"an":[171],"measuring":[173],"process":[174],"as":[175,177],"well":[176],"known":[180],"source":[181],"Internet,":[184],"which":[185],"underlines":[186],"usage":[188],"new":[191],"method":[192],"tasks.":[197]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
