{"id":"https://openalex.org/W4385286347","doi":"https://doi.org/10.1109/tetci.2023.3296486","title":"Evolving Fuzzy Prediction Intervals in Nonstationary Environments","display_name":"Evolving Fuzzy Prediction Intervals in Nonstationary Environments","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385286347","doi":"https://doi.org/10.1109/tetci.2023.3296486"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2023.3296486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3296486","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5001891988","display_name":"Oscar Cartagena","orcid":"https://orcid.org/0000-0002-5008-4180"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Oscar Cartagena","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Mathematical and Physical Sciences, University of Chile, Santiago, Chile"],"raw_orcid":"https://orcid.org/0000-0002-5008-4180","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Mathematical and Physical Sciences, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039887680","display_name":"Francesco Trov\u00f2","orcid":"https://orcid.org/0000-0001-5796-7667"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Trov\u00f2","raw_affiliation_strings":["Dipartimento di Elettronica Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5796-7667","affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035547226","display_name":"Manuel Roveri","orcid":"https://orcid.org/0000-0001-7828-7687"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Roveri","raw_affiliation_strings":["Dipartimento di Elettronica Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7828-7687","affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057542669","display_name":"Doris S\u00e1ez","orcid":"https://orcid.org/0000-0001-8029-9871"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Doris S\u00e1ez","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Mathematical and Physical Sciences, University of Chile, Santiago, Chile"],"raw_orcid":"https://orcid.org/0000-0001-8029-9871","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Mathematical and Physical Sciences, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9518,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78874578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"903","last_page":"916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9968000054359436,"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":0.9968000054359436,"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":0.9955999851226807,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9940000176429749,"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/interval","display_name":"Interval (graph theory)","score":0.7080591917037964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7046728134155273},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.610763669013977},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.564637303352356},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.546299934387207},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5309077501296997},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4831818640232086},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4821859896183014},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4504481554031372},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3341352343559265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33051976561546326},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2613440155982971},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1380123496055603},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1236208975315094}],"concepts":[{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.7080591917037964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046728134155273},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.610763669013977},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.564637303352356},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.546299934387207},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5309077501296997},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4831818640232086},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4821859896183014},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4504481554031372},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3341352343559265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33051976561546326},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2613440155982971},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1380123496055603},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1236208975315094},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2023.3296486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3296486","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1259775","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1259775","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W43637044","https://openalex.org/W182371037","https://openalex.org/W1508255035","https://openalex.org/W1554443300","https://openalex.org/W1632341281","https://openalex.org/W1904826605","https://openalex.org/W1971541086","https://openalex.org/W1983778638","https://openalex.org/W1987034518","https://openalex.org/W2000340366","https://openalex.org/W2013955970","https://openalex.org/W2022062543","https://openalex.org/W2045544997","https://openalex.org/W2048144284","https://openalex.org/W2052201135","https://openalex.org/W2054607175","https://openalex.org/W2057683924","https://openalex.org/W2057974719","https://openalex.org/W2072716740","https://openalex.org/W2079325629","https://openalex.org/W2090770461","https://openalex.org/W2092144116","https://openalex.org/W2103858464","https://openalex.org/W2126491786","https://openalex.org/W2129013743","https://openalex.org/W2134961275","https://openalex.org/W2136340804","https://openalex.org/W2144276202","https://openalex.org/W2162706466","https://openalex.org/W2169814901","https://openalex.org/W2170104456","https://openalex.org/W2171666055","https://openalex.org/W2415111748","https://openalex.org/W2511274580","https://openalex.org/W2522549836","https://openalex.org/W2556418652","https://openalex.org/W2556989977","https://openalex.org/W2574867284","https://openalex.org/W2585528949","https://openalex.org/W2615830540","https://openalex.org/W2687846731","https://openalex.org/W2766067319","https://openalex.org/W2767961055","https://openalex.org/W2807414627","https://openalex.org/W2842409254","https://openalex.org/W2884443195","https://openalex.org/W2898512397","https://openalex.org/W2916471281","https://openalex.org/W2919469173","https://openalex.org/W2929291387","https://openalex.org/W2984822303","https://openalex.org/W2999648422","https://openalex.org/W3049524343","https://openalex.org/W3081877640","https://openalex.org/W3082061072","https://openalex.org/W3128983105","https://openalex.org/W3133811219","https://openalex.org/W3156676741","https://openalex.org/W3172526945","https://openalex.org/W3197389756","https://openalex.org/W6632267817"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2357256365","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2348502264","https://openalex.org/W2983370139"],"abstract_inverted_index":{"This":[0],"work":[1],"aims":[2],"at":[3],"designing":[4],"a":[5,23,78,115],"novel":[6],"evolving":[7,144],"fuzzy":[8,67,145],"prediction":[9,63,146],"interval":[10,64,89,147],"able":[11,40],"to":[12,27,41,125],"model":[13,30,56],"nonlinear":[14,117],"time-variant":[15,118],"systems.":[16],"To":[17],"achieve":[18],"this":[19,59,107],"goal,":[20],"we":[21],"integrate":[22],"passive":[24],"mechanism":[25,39],"meant":[26],"update":[28],"the":[29,51,62,72,75,85,88,94,109,121,139,142],"when":[31,46],"new":[32],"data":[33,111,123],"are":[34,48],"available":[35],"with":[36],"an":[37],"active":[38],"trigger":[42],"ad-hoc":[43],"adaptation":[44],"mechanisms":[45],"changes":[47,153],"detected":[49],"in":[50,154],"data-generating":[52],"process.":[53],"The":[54,91,135],"base":[55],"considered":[57],"for":[58,148],"proposal":[60],"was":[61,112],"based":[65],"on":[66,84,100],"numbers,":[68],"which":[69],"allow":[70],"handling":[71],"characterization":[73],"of":[74,77,87,93,127,141],"uncertainty":[76],"system":[79],"through":[80],"additional":[81],"parameters":[82],"focused":[83],"computation":[86],"width.":[90],"performance":[92],"proposed":[95,143],"solution":[96],"has":[97],"been":[98],"tested":[99],"both":[101],"synthetic":[102,110],"and":[103],"real":[104,122],"data.":[105],"In":[106],"work,":[108],"generated":[113],"from":[114,132],"generic":[116],"system,":[119],"while":[120],"correspond":[124],"measurements":[126],"solar":[128],"power":[129],"generation":[130],"obtained":[131],"photovoltaic":[133],"panels.":[134],"simulation":[136],"results":[137],"confirm":[138],"effectiveness":[140],"modeling":[149],"systems":[150],"that":[151],"present":[152],"their":[155],"dynamics":[156],"over":[157],"time.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}