{"id":"https://openalex.org/W1508273645","doi":"https://doi.org/10.23919/ecc.2001.7076233","title":"Fuzzy model approximation and its SVD reduction","display_name":"Fuzzy model approximation and its SVD reduction","publication_year":2001,"publication_date":"2001-09-01","ids":{"openalex":"https://openalex.org/W1508273645","doi":"https://doi.org/10.23919/ecc.2001.7076233","mag":"1508273645"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2001.7076233","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2001.7076233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2001 European Control Conference (ECC)","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/A5015400817","display_name":"P\u00e9ter B\u00e1r\u00e1nyi","orcid":"https://orcid.org/0000-0002-8265-5849"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P Baranyi","raw_affiliation_strings":["Research Group of Hungarian Academy of Sciences and Information System Department, Gifu Research Institute of Manufacturing Information technology, 4-179-1, Sue Kakamigahara Gifu 509-0108, Japan"],"affiliations":[{"raw_affiliation_string":"Research Group of Hungarian Academy of Sciences and Information System Department, Gifu Research Institute of Manufacturing Information technology, 4-179-1, Sue Kakamigahara Gifu 509-0108, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037048270","display_name":"C.J. Lopez-Toribio","orcid":null},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C J Lopez-Toribio","raw_affiliation_strings":["Control & Intelligent Systems Engineering Research Group, School of Engineering, The University of Hull, Cottingham Road, Hull HU6 7RX, UK"],"affiliations":[{"raw_affiliation_string":"Control & Intelligent Systems Engineering Research Group, School of Engineering, The University of Hull, Cottingham Road, Hull HU6 7RX, UK","institution_ids":["https://openalex.org/I191240316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023015849","display_name":"A. R. V\u00e1rkonyi-K\u00f3czy","orcid":null},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]},{"id":"https://openalex.org/I4210161853","display_name":"Budapest Institute","ror":"https://ror.org/050hvq478","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210161853"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"A Varkonyi-Koczy","raw_affiliation_strings":["Dept. of Measurement and Information Systems, Technical University of Budapest, H-1521 Budapest, Muegyetem rkp. 9., Hungary"],"affiliations":[{"raw_affiliation_string":"Dept. of Measurement and Information Systems, Technical University of Budapest, H-1521 Budapest, Muegyetem rkp. 9., Hungary","institution_ids":["https://openalex.org/I4210161853","https://openalex.org/I106118109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111623082","display_name":"R.J. Patton","orcid":null},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R J Patton","raw_affiliation_strings":["Control & Intelligent Systems Engineering Research Group, School of Engineering, The University of Hull, Cottingham Road, Hull HU6 7RX, UK"],"affiliations":[{"raw_affiliation_string":"Control & Intelligent Systems Engineering Research Group, School of Engineering, The University of Hull, Cottingham Road, Hull HU6 7RX, UK","institution_ids":["https://openalex.org/I191240316"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015400817"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06500371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2103","last_page":"2108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9959999918937683,"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":0.9814000129699707,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6906254887580872},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5629695057868958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5180030465126038},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4960494935512543},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.490444153547287},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.48908597230911255},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4697314500808716},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4641735553741455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46060946583747864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4450473487377167},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4400152266025543},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43253475427627563},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.412850558757782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40498629212379456},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3604031205177307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3571974039077759},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3515010476112366}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6906254887580872},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5629695057868958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5180030465126038},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4960494935512543},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.490444153547287},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.48908597230911255},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4697314500808716},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4641735553741455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46060946583747864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4450473487377167},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4400152266025543},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43253475427627563},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.412850558757782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40498629212379456},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3604031205177307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3571974039077759},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3515010476112366},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc.2001.7076233","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2001.7076233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2001 European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.sztaki.hu:4213","is_oa":false,"landing_page_url":"http://eprints.sztaki.hu/4213/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W45175093","https://openalex.org/W1510598017","https://openalex.org/W1819409206","https://openalex.org/W1854578822","https://openalex.org/W1923584610","https://openalex.org/W1989555277","https://openalex.org/W2027173927","https://openalex.org/W2079325629","https://openalex.org/W2085475342","https://openalex.org/W2097487088","https://openalex.org/W2099741732","https://openalex.org/W2114020393","https://openalex.org/W2114457323","https://openalex.org/W2129616157","https://openalex.org/W2134114621","https://openalex.org/W2146391001","https://openalex.org/W2156982859","https://openalex.org/W2158054592","https://openalex.org/W2161171165","https://openalex.org/W2166370829","https://openalex.org/W2761352213"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4242970302","https://openalex.org/W1976608231","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W2062917877","https://openalex.org/W1980652001","https://openalex.org/W1988589234","https://openalex.org/W2148346439","https://openalex.org/W1599286256"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,100],"concerned":[3],"with":[4,36],"the":[5,8,45,58,80,103],"argument":[6],"that":[7],"identification":[9],"of":[10,40,47,52,82],"Takagi":[11],"Sugeno":[12],"(T-S)":[13,33],"fuzzy":[14,34,41,68,97,107],"models":[15],"from":[16],"training":[17,54],"data":[18,25,55],"should":[19],"involve":[20],"an":[21,49],"important":[22],"feature":[23],"between":[24,85],"fitness":[26],"and":[27],"model":[28,35,69,98],"complexity.":[29],"One":[30],"hand":[31,60],"a":[32,37,83,88],"large":[38],"number":[39],"rules":[42],"may":[43,62],"encounter":[44],"risk":[46],"having":[48],"approximation":[50,109],"capable":[51],"fitting":[53],"well.":[56],"On":[57],"other":[59],"it":[61],"be":[63],"difficult":[64],"to":[65,72,78],"run":[66],"this":[67],"structure":[70],"due":[71],"heavy":[73],"computational":[74],"cost.":[75],"In":[76],"order":[77],"facilitate":[79],"development":[81],"balance":[84],"these":[86],"requirements,":[87],"Higher":[89],"Order":[90],"Singular":[91],"Value":[92],"Decomposition":[93],"(HOSVD)":[94],"based":[95],"T-S":[96],"reduction":[99],"introduced":[101],"using":[102],"well-known":[104],"Yam":[105],"SVD":[106],"rule-based":[108],"technique.":[110]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}