{"id":"https://openalex.org/W2036107457","doi":"https://doi.org/10.1080/10798587.1998.10750719","title":"Fuzzy Systems and Neural Networks","display_name":"Fuzzy Systems and Neural Networks","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W2036107457","doi":"https://doi.org/10.1080/10798587.1998.10750719","mag":"2036107457"},"language":"en","primary_location":{"id":"doi:10.1080/10798587.1998.10750719","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.1998.10750719","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation & Soft Computing","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/A5081091637","display_name":"Jelena Godjevac","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jelena Godjevac","raw_affiliation_strings":["EPFL Microcomputing Laboratory IN-F Ecublens & Coventry University CH-1015 Lausanne Jelena.Godjevac@di.epjl.ch"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL Microcomputing Laboratory IN-F Ecublens & Coventry University CH-1015 Lausanne Jelena.Godjevac@di.epjl.ch","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040854057","display_name":"N. C. Steele","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Steele","raw_affiliation_strings":["Control Theory and Applications Centre UK - Coventry CVJ 5FB nsteele@coventry.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Theory and Applications Centre UK - Coventry CVJ 5FB nsteele@coventry.ac.uk","institution_ids":["https://openalex.org/I4210127762"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1338,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89409691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"27","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9984999895095825,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.984499990940094,"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":0.9273115396499634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5763193368911743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5379486680030823},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5092569589614868},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5028690695762634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34662532806396484},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.29549768567085266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9273115396499634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5763193368911743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5379486680030823},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5092569589614868},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5028690695762634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34662532806396484},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.29549768567085266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10798587.1998.10750719","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.1998.10750719","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation & Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W8452924","https://openalex.org/W333960973","https://openalex.org/W615136929","https://openalex.org/W1492895344","https://openalex.org/W1540307104","https://openalex.org/W1540723801","https://openalex.org/W1994616650","https://openalex.org/W2019207321","https://openalex.org/W2019606348","https://openalex.org/W2082153419","https://openalex.org/W2097856935","https://openalex.org/W2158208985","https://openalex.org/W2182044576","https://openalex.org/W2543437029","https://openalex.org/W2633139931"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3107602296","https://openalex.org/W3209574120","https://openalex.org/W4312192474"],"abstract_inverted_index":{"ABSTRACTFuzzy":[0],"systems":[1],"are":[2,23,66,123],"able":[3],"to":[4,55,125],"treat":[5],"uncertain":[6],"and":[7,34,64,76,95,132],"imprecise":[8],"information;":[9],"they":[10],"make":[11],"use":[12],"of":[13,18,29,36,43,103,129,147],"knowledge":[14,45,62],"in":[15,144],"the":[16,27,41,47,53,82,109,127,130,145],"form":[17,102],"linguistic":[19],"rules.":[20],"Their":[21],"drawbacks":[22],"caused":[24],"mainly":[25],"by":[26],"difficulty":[28],"defining":[30],"accurate":[31],"membership":[32],"functions":[33],"lack":[35],"a":[37,71,77,100,118,148],"systematic":[38],"procedure":[39,79],"for":[40],"transformation":[42],"expert":[44],"into":[46],"rule":[48,72],"base.":[49],"Neural":[50],"networks":[51],"have":[52],"ability":[54],"learn":[56],"but":[57],"with":[58,108],"some":[59],"neural":[60,90],"networks,":[61],"representation":[63],"extraction":[65],"difficult.":[67],"First,":[68],"we":[69],"consider":[70],"based":[73,80],"fuzzy":[74,110],"controller":[75],"learning":[78],"on":[81],"stochastic":[83],"approximation":[84],"method.":[85],"The":[86],"Radial":[87],"Basis":[88],"Function":[89],"network":[91,105],"is":[92,97,106,134,142],"then":[93],"considered":[94,116],"it":[96,133],"shown":[98,135],"that":[99,136],"modified":[101],"this":[104],"identical":[107],"controller,":[111],"which":[112],"may":[113],"thus":[114],"be":[115],"as":[117],"neuro-fuzzy":[119,140],"controller.":[120],"Numerical":[121],"examples":[122],"presented":[124],"demonstrate":[126],"validity":[128],"approach":[131],"such":[137],"an":[138],"adaptive":[139],"system":[141],"successful":[143],"control":[146],"mobile":[149],"robot.":[150]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}