{"id":"https://openalex.org/W2885419454","doi":"https://doi.org/10.3233/jifs-18425","title":"Neural network updating via argument Kalman filter for modeling of Takagi-Sugeno fuzzy models","display_name":"Neural network updating via argument Kalman filter for modeling of Takagi-Sugeno fuzzy models","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2885419454","doi":"https://doi.org/10.3233/jifs-18425","mag":"2885419454"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-18425","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18425","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; 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/A5045107243","display_name":"Jos\u00e9 de Jes\u00fas Rubio","orcid":"https://orcid.org/0000-0002-2005-5979"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 de Jes\u00fas Rubio","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, ESIME Azcapotzalco, Instituto Polit\u00e9cnico Nacional, Av. de las Granjas no.682, Col. Santa Catarina, M\u00e9xico D.F., 02250, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, ESIME Azcapotzalco, Instituto Polit\u00e9cnico Nacional, Av. de las Granjas no.682, Col. Santa Catarina, M\u00e9xico D.F., 02250, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","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":["Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068178523","display_name":"Jes\u00fas Alberto Meda-Campa\u00f1a","orcid":"https://orcid.org/0000-0001-6557-2745"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jes\u00fas A. Meda-Campa\u00f1a","raw_affiliation_strings":["Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018213346","display_name":"L.A. Paramo","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Alberto P\u00e1ramo","raw_affiliation_strings":["Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073149047","display_name":"Juan Francisco Novoa","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Francisco Novoa","raw_affiliation_strings":["Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Vibraciones y Rotodin\u00e1mica, ESIME Zacatenco, Instituto Polit\u00e9cnico Nacional, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070781237","display_name":"Jaime Pacheco","orcid":"https://orcid.org/0000-0002-2377-1639"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jaime Pacheco","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, ESIME Azcapotzalco, Instituto Polit\u00e9cnico Nacional, Av. de las Granjas no.682, Col. Santa Catarina, M\u00e9xico D.F., 02250, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, ESIME Azcapotzalco, Instituto Polit\u00e9cnico Nacional, Av. de las Granjas no.682, Col. Santa Catarina, M\u00e9xico D.F., 02250, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045107243"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":9.4467,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.98307965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"35","issue":"2","first_page":"2585","last_page":"2596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9993000030517578,"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":0.9945999979972839,"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/kalman-filter","display_name":"Kalman filter","score":0.7637373208999634},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.7286549806594849},{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.7010561227798462},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6899977922439575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875052213668823},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.5399619936943054},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49560558795928955},{"id":"https://openalex.org/keywords/invariant-extended-kalman-filter","display_name":"Invariant extended Kalman filter","score":0.4873979687690735},{"id":"https://openalex.org/keywords/alpha-beta-filter","display_name":"Alpha beta filter","score":0.4761781096458435},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4573899507522583},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.44860437512397766},{"id":"https://openalex.org/keywords/fast-kalman-filter","display_name":"Fast Kalman filter","score":0.44478708505630493},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42712903022766113},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4107339084148407},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40177032351493835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2544722557067871},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.19586941599845886},{"id":"https://openalex.org/keywords/moving-horizon-estimation","display_name":"Moving horizon estimation","score":0.16854983568191528},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.12083441019058228},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.05647152662277222},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0473877489566803}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7637373208999634},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.7286549806594849},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.7010561227798462},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6899977922439575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875052213668823},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.5399619936943054},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49560558795928955},{"id":"https://openalex.org/C8639503","wikidata":"https://www.wikidata.org/wiki/Q6059511","display_name":"Invariant extended Kalman filter","level":4,"score":0.4873979687690735},{"id":"https://openalex.org/C11588082","wikidata":"https://www.wikidata.org/wiki/Q4735154","display_name":"Alpha beta filter","level":5,"score":0.4761781096458435},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4573899507522583},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.44860437512397766},{"id":"https://openalex.org/C150679823","wikidata":"https://www.wikidata.org/wiki/Q5436946","display_name":"Fast Kalman filter","level":4,"score":0.44478708505630493},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42712903022766113},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4107339084148407},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40177032351493835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2544722557067871},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.19586941599845886},{"id":"https://openalex.org/C50050547","wikidata":"https://www.wikidata.org/wiki/Q6927137","display_name":"Moving horizon estimation","level":4,"score":0.16854983568191528},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.12083441019058228},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.05647152662277222},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0473877489566803},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-18425","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18425","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1042911521","https://openalex.org/W1749494163","https://openalex.org/W1919544666","https://openalex.org/W1995436378","https://openalex.org/W2076057199","https://openalex.org/W2088866250","https://openalex.org/W2105934661","https://openalex.org/W2109205796","https://openalex.org/W2124776405","https://openalex.org/W2125887295","https://openalex.org/W2132152975","https://openalex.org/W2163683764","https://openalex.org/W2207371011","https://openalex.org/W2291892901","https://openalex.org/W2309614570","https://openalex.org/W2310485631","https://openalex.org/W2319954399","https://openalex.org/W2344210503","https://openalex.org/W2404894666","https://openalex.org/W2480541962","https://openalex.org/W2573154714","https://openalex.org/W2606425361","https://openalex.org/W2607586284","https://openalex.org/W2613699083","https://openalex.org/W2624457417","https://openalex.org/W2751703647","https://openalex.org/W2756444473","https://openalex.org/W2765546496","https://openalex.org/W2765800996","https://openalex.org/W2767434288","https://openalex.org/W2782590944","https://openalex.org/W2787513724","https://openalex.org/W3104303574","https://openalex.org/W3124582058"],"related_works":["https://openalex.org/W2483158495","https://openalex.org/W3036780875","https://openalex.org/W2145874287","https://openalex.org/W2752451087","https://openalex.org/W2348123856","https://openalex.org/W2182059946","https://openalex.org/W4310470578","https://openalex.org/W2375789824","https://openalex.org/W3144451327","https://openalex.org/W4287243885"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"an":[3],"argument":[4,18,50],"Kalman":[5,19,27],"filter":[6,20],"is":[7,21,59,73],"exposed":[8],"for":[9,75],"the":[10,25,30,34,48,53,67,76],"fast":[11],"updating":[12],"of":[13,52,78],"a":[14],"neural":[15],"network.":[16],"The":[17,70],"developed":[22],"based":[23,65],"on":[24,66],"extended":[26],"filter,":[28],"but":[29],"recommended":[31],"scheme":[32,72],"has":[33,40],"next":[35],"two":[36,79],"advantages:":[37],"first,":[38],"it":[39,45],"less":[41],"computational":[42],"complexity":[43],"because":[44],"only":[46],"employs":[47],"Jacobian":[49],"instead":[51],"full":[54],"Jacobian,":[55],"second,":[56],"its":[57],"gain":[58],"ensured":[60],"to":[61],"be":[62],"uniformly":[63],"stable":[64],"Lyapunov":[68],"approach.":[69],"commented":[71],"applied":[74],"modeling":[77],"Takagi-Sugeno":[80],"fuzzy":[81],"models.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":37},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
