{"id":"https://openalex.org/W3095308203","doi":"https://doi.org/10.1109/tfuzz.2020.3034972","title":"Extracting Inherent Model Structures and Identifying Parameters of Time-Varying Systems Using Local Linear Neuro-Fuzzy Networks","display_name":"Extracting Inherent Model Structures and Identifying Parameters of Time-Varying Systems Using Local Linear Neuro-Fuzzy Networks","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3095308203","doi":"https://doi.org/10.1109/tfuzz.2020.3034972","mag":"3095308203"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2020.3034972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.3034972","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy 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/A5013928795","display_name":"Zuolin Liu","orcid":"https://orcid.org/0000-0002-6874-8432"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuolin Liu","raw_affiliation_strings":["Tongji University, Shanghai, China","[School of Aerospace Engineering and Applied Mechanics, Tongji University, 12476 Shanghai, Shanghai, China, (e-mail: liuzuolin@tongji.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0002-6874-8432","affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"[School of Aerospace Engineering and Applied Mechanics, Tongji University, 12476 Shanghai, Shanghai, China, (e-mail: liuzuolin@tongji.edu.cn)]","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743369","display_name":"Jian Xu","orcid":"https://orcid.org/0000-0002-3521-6843"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Xu","raw_affiliation_strings":["Tongji University, Shanghai, China","[School of Aerospace Engineering and Applied Mechanics, Tongji University, 12476 Shanghai, Shanghai, China, (e-mail: xujian@tongji.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0002-3521-6843","affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"[School of Aerospace Engineering and Applied Mechanics, Tongji University, 12476 Shanghai, Shanghai, China, (e-mail: xujian@tongji.edu.cn)]","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036528581","display_name":"Hongbin Fang","orcid":"https://orcid.org/0000-0001-6691-0531"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210100356","display_name":"Ministry of Education","ror":"https://ror.org/018f7hf93","country_code":"CL","type":"government","lineage":["https://openalex.org/I4210100356"]}],"countries":["CL","CN"],"is_corresponding":false,"raw_author_name":"Hongbin Fang","raw_affiliation_strings":["Fudan University, Shanghai, China","Ministry of Education, and Shanghai Engineering Research Center of AI & Robotics, Shanghai, China","[Institute of AI and Robotics, Fudan University, 12478 Shanghai, China, 200433 (e-mail: fanghongbin@fudan.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0001-6691-0531","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ministry of Education, and Shanghai Engineering Research Center of AI & Robotics, Shanghai, China","institution_ids":["https://openalex.org/I4210100356"]},{"raw_affiliation_string":"[Institute of AI and Robotics, Fudan University, 12478 Shanghai, China, 200433 (e-mail: fanghongbin@fudan.edu.cn)]","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9126,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80850237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"1","first_page":"233","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","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/T10320","display_name":"Neural Networks and Applications","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/T11236","display_name":"Control Systems and Identification","score":0.9987999796867371,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7661887407302856},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7347532510757446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.722569465637207},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6050827503204346},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.594842255115509},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5223442316055298},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4834066927433014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4821605086326599},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"Nonlinear system identification","score":0.4653208255767822},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4490455389022827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38815295696258545},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.36679816246032715},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.3111611008644104},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2230711579322815}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7661887407302856},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7347532510757446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722569465637207},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6050827503204346},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.594842255115509},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5223442316055298},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4834066927433014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4821605086326599},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.4653208255767822},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4490455389022827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38815295696258545},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.36679816246032715},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.3111611008644104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2230711579322815},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2020.3034972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.3034972","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2687747823","display_name":null,"funder_award_id":"91748203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3693679321","display_name":null,"funder_award_id":"11932015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6387462660","display_name":null,"funder_award_id":"11772229","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1173784407","https://openalex.org/W1482605500","https://openalex.org/W1726008881","https://openalex.org/W1979769287","https://openalex.org/W1987564228","https://openalex.org/W1990034511","https://openalex.org/W2015321973","https://openalex.org/W2017798320","https://openalex.org/W2019715411","https://openalex.org/W2056615320","https://openalex.org/W2058401197","https://openalex.org/W2069361022","https://openalex.org/W2073589299","https://openalex.org/W2088986457","https://openalex.org/W2102694325","https://openalex.org/W2110776215","https://openalex.org/W2113862745","https://openalex.org/W2126956621","https://openalex.org/W2128483108","https://openalex.org/W2137258853","https://openalex.org/W2140035903","https://openalex.org/W2142875089","https://openalex.org/W2148246129","https://openalex.org/W2148885430","https://openalex.org/W2158674205","https://openalex.org/W2159355638","https://openalex.org/W2166106181","https://openalex.org/W2239232218","https://openalex.org/W2267287690","https://openalex.org/W2401864435","https://openalex.org/W2404886405","https://openalex.org/W2410305050","https://openalex.org/W2489674748","https://openalex.org/W2519223612","https://openalex.org/W2523592132","https://openalex.org/W2525748878","https://openalex.org/W2532276997","https://openalex.org/W2669968314","https://openalex.org/W2790929767","https://openalex.org/W2914579595","https://openalex.org/W2920936173","https://openalex.org/W2939644740","https://openalex.org/W2964188884","https://openalex.org/W6628911050"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W2905433371","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W2922073769","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2129645442","https://openalex.org/W1506432079"],"abstract_inverted_index":{"The":[0,43],"main":[1],"challenges":[2],"in":[3,85,199],"identifying":[4,167],"time-varying":[5,21,62,104,169],"systems":[6],"are":[7],"to":[8,39,47,58,88,102,140],"extract":[9,161],"the":[10,36,49,54,60,76,90,96,103,112,116,121,124,128,133,136,142,145,162,168,180,183,192],"inherent":[11],"model":[12,79,164],"structure":[13,165],"and":[14,68,115,182],"formulate":[15],"a":[16,26],"generic":[17],"approach":[18,32,87,158,188],"for":[19,35],"various":[20,66],"processes.":[22],"In":[23,74],"this":[24,41],"article,":[25],"local":[27,77],"linear":[28,78],"neuro-fuzzy":[29],"networks":[30,57],"based":[31],"is":[33,46,83],"proposed":[34,187],"first":[37],"time":[38],"tackle":[40],"issue.":[42],"basic":[44],"idea":[45],"utilize":[48],"superior":[50],"approximation":[51],"capability":[52],"of":[53,99,127,135,194],"fuzzy":[55],"neural":[56,196],"expand":[59],"unknown":[61],"parameters":[63,105,146],"so":[64],"that":[65,156],"nonlinear":[67],"discontinuous":[69],"processes":[70],"can":[71,106],"be":[72,107],"captured.":[73],"addition,":[75],"tree":[80],"optimization":[81],"algorithm":[82],"incorporated":[84],"our":[86,157,186],"optimize":[89],"network":[91,197],"architecture.":[92],"On":[93],"one":[94],"hand,":[95,123],"least":[97],"number":[98],"neurons":[100,129],"corresponding":[101],"automatically":[108],"determined,":[109],"thus":[110,138],"avoiding":[111],"superfluous":[113],"bases":[114],"troublesome":[117],"overfitting":[118],"problem;":[119],"on":[120],"other":[122],"optimized":[125],"distribution":[126],"could":[130,159,189],"significantly":[131,190],"increase":[132],"interpretability":[134],"results,":[137],"contributing":[139],"locating":[141],"domains":[143],"where":[144],"exhibit":[147],"strong":[148],"nonlinearity":[149],"or":[150,175],"change":[151],"sharply.":[152],"Moreover,":[153],"we":[154],"demonstrate":[155],"simultaneously":[160],"parsimonious":[163],"while":[166],"parameters,":[170],"without":[171],"adding":[172],"additional":[173],"procedures":[174],"increasing":[176],"computation":[177],"burden.":[178],"Considering":[179],"generality":[181],"unique":[184],"merits,":[185],"advance":[191],"applications":[193],"artificial":[195],"techniques":[198],"system":[200],"identification.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}