{"id":"https://openalex.org/W3176718076","doi":"https://doi.org/10.1109/tfuzz.2021.3090898","title":"Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises","display_name":"Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3176718076","doi":"https://doi.org/10.1109/tfuzz.2021.3090898","mag":"3176718076"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2021.3090898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3090898","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":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/158383/1/Final_Version.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071580277","display_name":"Zhao-Xu Yang","orcid":"https://orcid.org/0000-0002-8864-5377"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN","MO"],"is_corresponding":true,"raw_author_name":"Zhao-Xu Yang","raw_affiliation_strings":["Department of Electromechanical Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao","State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao"],"affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033905708","display_name":"Hai-Jun Rong","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Jun Rong","raw_affiliation_strings":["State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","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":false,"raw_author_name":"Plamen Angelov","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Bailrigg, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Bailrigg, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011123518","display_name":"Zhi-Xin Yang","orcid":"https://orcid.org/0000-0001-9151-7758"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Zhi-Xin Yang","raw_affiliation_strings":["Department of Electromechanical Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao","State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macao","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071580277"],"corresponding_institution_ids":["https://openalex.org/I204512498","https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.5192,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9107294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"7","first_page":"2649","last_page":"2664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994999766349792,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6198936104774475},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5961179137229919},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5296551585197449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5152280926704407},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5060376524925232},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.5016915798187256},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47133636474609375},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.45883578062057495},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.43579670786857605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4149453938007355},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4110192060470581},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4062991738319397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3865669071674347},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3861547112464905},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3514893054962158}],"concepts":[{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6198936104774475},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5961179137229919},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5296551585197449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5152280926704407},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5060376524925232},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.5016915798187256},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47133636474609375},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.45883578062057495},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.43579670786857605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4149453938007355},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4110192060470581},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4062991738319397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3865669071674347},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3861547112464905},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3514893054962158},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2021.3090898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3090898","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"},{"id":"pmh:oai:eprints.lancs.ac.uk:158383","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/158383/1/Final_Version.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:158383","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/158383/1/Final_Version.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6493837778","display_name":null,"funder_award_id":"12002254","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8718441856","display_name":null,"funder_award_id":"61976172","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3176718076.pdf","grobid_xml":"https://content.openalex.org/works/W3176718076.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1969149220","https://openalex.org/W1999482631","https://openalex.org/W2021347076","https://openalex.org/W2024081693","https://openalex.org/W2052345845","https://openalex.org/W2075427495","https://openalex.org/W2078094465","https://openalex.org/W2093347696","https://openalex.org/W2129013743","https://openalex.org/W2132093718","https://openalex.org/W2136340804","https://openalex.org/W2138484437","https://openalex.org/W2151863350","https://openalex.org/W2152161790","https://openalex.org/W2153196467","https://openalex.org/W2162635690","https://openalex.org/W2168618665","https://openalex.org/W2171253128","https://openalex.org/W2215168096","https://openalex.org/W2330644013","https://openalex.org/W2431330580","https://openalex.org/W2698658463","https://openalex.org/W2727300753","https://openalex.org/W2904795343","https://openalex.org/W2918882650","https://openalex.org/W2929291387","https://openalex.org/W2957130030","https://openalex.org/W2964337638","https://openalex.org/W2965049034","https://openalex.org/W3120740533","https://openalex.org/W4253016408","https://openalex.org/W6740512805"],"related_works":["https://openalex.org/W3208095355","https://openalex.org/W2052507016","https://openalex.org/W2180461068","https://openalex.org/W2177370417","https://openalex.org/W2051816080","https://openalex.org/W2156730189","https://openalex.org/W2160299300","https://openalex.org/W1822436433","https://openalex.org/W2135010468","https://openalex.org/W1581607178"],"abstract_inverted_index":{"Non-Gaussian":[0],"noises":[1,47,245],"always":[2,91],"exist":[3],"in":[4,27,146,306],"the":[5,16,34,40,50,56,70,73,77,81,104,110,130,134,139,147,167,190,194,210,215,234,237,243,250,264,267,270,276,288,300,307],"nonlinear":[6],"system,":[7],"which":[8,59,128,171],"usually":[9],"lead":[10],"to":[11,32,142,232,240,247,274],"inconsistency":[12],"and":[13,18,36,97,100,137,153,180,198,207,295,312],"divergence":[14],"of":[15,53,69,72,83,132,209,236,252,263,269,279,309],"regression":[17],"identification":[19],"applications.":[20],"The":[21,86,159,186,256,283],"conventional":[22],"evolving":[23,121,138,238,272,302],"fuzzy":[24,122,303],"systems":[25,304],"(EFSs)":[26,305],"common":[28],"sense":[29],"have":[30],"succeeded":[31],"conquer":[33],"uncertainties":[35],"external":[37],"disturbance":[38],"employing":[39],"specific":[41],"variable":[42],"structure":[43,54,74,140,271],"characteristic.":[44],"However,":[45],"non-Gaussian":[46,105,157,244],"would":[48,200],"trigger":[49],"frequent":[51],"changes":[52],"under":[55,193],"transient":[57],"criteria,":[58],"severely":[60],"degrades":[61],"performance.":[62],"Statistical":[63],"criterion":[64],"provides":[65],"an":[66,223,261],"informed":[67],"choice":[68],"strategies":[71],"evolution,":[75],"utilizing":[76],"approximation":[78,87],"uncertainty":[79,88,95,265],"as":[80],"observation":[82],"model":[84,94,169,216],"sufficiency.":[85],"can":[89,183],"be":[90,184,201],"decomposed":[92],"into":[93,175],"term":[96],"noise":[98,106,310],"term,":[99],"is":[101,126,218,230,296],"suitable":[102],"for":[103],"condition,":[107],"especially":[108],"relaxing":[109],"traditional":[111],"Gaussian":[112],"assumption.":[113],"In":[114,220],"this":[115],"article,":[116,222],"a":[117,162,280],"novel":[118],"incremental":[119],"statistical":[120,168],"inference":[123],"system":[124,135,151,160],"(SEFIS)":[125],"proposed,":[127],"has":[129,291],"capacity":[131],"updating":[133,254,258],"parameters,":[136],"components":[141],"integrate":[143],"new":[144,148,163],"knowledge":[145],"process":[149,259,273],"characteristic,":[150],"behavior,":[152],"operating":[154],"conditions":[155],"with":[156,242,266],"noises.":[158],"generates":[161],"rule":[164,188,192],"based":[165],"on":[166],"sufficiency":[170,217],"gives":[172],"so":[173],"insight":[174],"whether":[176],"models":[177,213],"are":[178],"reliable":[179],"their":[181],"approximations":[182],"trusted.":[185],"nearest":[187],"presents":[189],"inactive":[191],"current":[195],"data":[196],"stream":[197],"further":[199,248],"deleted":[202],"without":[203],"losing":[204],"any":[205],"information":[206],"accuracy":[208],"subsequent":[211],"trained":[212],"when":[214],"satisfied.":[219],"our":[221],"adaptive":[224],"maximum":[225],"correntropy":[226],"extend":[227],"Kalman":[228],"filter":[229],"derived":[231],"update":[233],"parameters":[235],"rules":[239],"cope":[241],"problems":[246],"improve":[249],"robustness":[251],"parameter":[253,257],"process.":[255],"shares":[260],"estimate":[262],"criteria":[268],"make":[275],"computation":[277],"less":[278],"burden":[281],"dramatically.":[282],"simulation":[284],"studies":[285],"show":[286],"that":[287],"proposed":[289],"SEFIS":[290],"faster":[292],"learning":[293],"speed":[294],"more":[297],"accurate":[298],"than":[299],"existing":[301],"case":[308],"free":[311],"noisy":[313],"conditions.":[314]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
