{"id":"https://openalex.org/W3082061072","doi":"https://doi.org/10.1109/fuzz48607.2020.9177779","title":"Fuzzy Interval Modelling based on Joint Supervision","display_name":"Fuzzy Interval Modelling based on Joint Supervision","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082061072","doi":"https://doi.org/10.1109/fuzz48607.2020.9177779","mag":"3082061072"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz48607.2020.9177779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uchile.cl/handle/2250/191054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035676154","display_name":"Diego Mu\u00f1oz\u2010Carpintero","orcid":"https://orcid.org/0000-0003-1194-4042"},"institutions":[{"id":"https://openalex.org/I4210144665","display_name":"University of O'Higgins","ror":"https://ror.org/044cse639","country_code":"CL","type":"education","lineage":["https://openalex.org/I4210144665"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Diego Munoz-Carpintero","raw_affiliation_strings":["Institute of Engineering Sciences, Universidad de O\u2019Higgins, Rancagua, Chile","Institute of Engineering Sciences, Universidad de O'Higgins, Rancagua, Chile"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Sciences, Universidad de O\u2019Higgins, Rancagua, Chile","institution_ids":["https://openalex.org/I4210144665"]},{"raw_affiliation_string":"Institute of Engineering Sciences, Universidad de O'Higgins, Rancagua, Chile","institution_ids":["https://openalex.org/I4210144665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026528557","display_name":"Sebastian Parra","orcid":null},"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":"Sebastian Parra","raw_affiliation_strings":["Department of Electrical Engineering, University of Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","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, University of Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","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 Saez","raw_affiliation_strings":["Department of Electrical Engineering, University of Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005984268","display_name":"Luis G. Mar\u00edn","orcid":"https://orcid.org/0000-0001-8450-6743"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Luis G. Marin","raw_affiliation_strings":["Department of Electrical Engineering, Universidad de Los Andes, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040998302","display_name":"Igor \u0160krjanc","orcid":"https://orcid.org/0000-0002-0502-5376"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Igor Skrjanc","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035676154"],"corresponding_institution_ids":["https://openalex.org/I4210144665"],"apc_list":null,"apc_paid":null,"fwci":0.6857,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76857147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9973000288009644,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7204489707946777},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6842836141586304},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6824765801429749},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6177417039871216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.577907383441925},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5166082978248596},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4974210560321808},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.47009679675102234},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.46218976378440857},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3574994206428528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2617875337600708},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25581470131874084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2534582018852234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18167373538017273},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11859273910522461}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7204489707946777},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6842836141586304},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6824765801429749},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6177417039871216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.577907383441925},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5166082978248596},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4974210560321808},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.47009679675102234},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.46218976378440857},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3574994206428528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2617875337600708},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25581470131874084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2534582018852234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18167373538017273},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11859273910522461},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz48607.2020.9177779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/191054","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/191054","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Fuzzy Systems","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"pmh:oai:repositorio.uchile.cl:2250/191054","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/191054","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Fuzzy Systems","raw_type":"Art\u00edculo de revista"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6200000047683716,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W63919978","https://openalex.org/W1535260033","https://openalex.org/W1560688497","https://openalex.org/W1971541086","https://openalex.org/W1982399266","https://openalex.org/W2058242592","https://openalex.org/W2059207720","https://openalex.org/W2070370257","https://openalex.org/W2072716740","https://openalex.org/W2074911163","https://openalex.org/W2082123537","https://openalex.org/W2099877220","https://openalex.org/W2115299933","https://openalex.org/W2132477882","https://openalex.org/W2148062808","https://openalex.org/W2156604062","https://openalex.org/W2171666055","https://openalex.org/W2245560117","https://openalex.org/W2496780187","https://openalex.org/W2555546325","https://openalex.org/W2605725841","https://openalex.org/W2744288031","https://openalex.org/W2766071269","https://openalex.org/W2791648058","https://openalex.org/W2806669437","https://openalex.org/W2807414627","https://openalex.org/W2892620146","https://openalex.org/W2896421845","https://openalex.org/W2898512397","https://openalex.org/W2979100258","https://openalex.org/W4210297116","https://openalex.org/W4233391551","https://openalex.org/W4254931243","https://openalex.org/W6677092830"],"related_works":["https://openalex.org/W2084126539","https://openalex.org/W3125794121","https://openalex.org/W4236695056","https://openalex.org/W87675884","https://openalex.org/W154406135","https://openalex.org/W2132859092","https://openalex.org/W2320922716","https://openalex.org/W2013143463","https://openalex.org/W2384503959","https://openalex.org/W2181335288"],"abstract_inverted_index":{"This":[0,49],"paper":[1],"presents":[2],"a":[3,13,20,26,57,64,76],"new":[4],"methodology":[5,50],"for":[6],"Prediction":[7],"Interval":[8],"(PI)":[9],"construction":[10],"based":[11],"on":[12],"modified":[14],"Takagi-Sugeno":[15,78],"fuzzy":[16],"system":[17,43],"trained":[18,117],"with":[19,45,75,137],"joint":[21],"Supervision":[22,88,140],"loss":[23,109,141],"function.":[24,110,142],"Given":[25],"desired":[27],"coverage":[28],"level,":[29],"this":[30],"model":[31,72,115],"is":[32,51],"capable":[33],"of":[34,37,41,106],"providing":[35],"predictions":[36],"the":[38,42,46,86,97,104,107,113,138],"expected":[39],"value":[40],"along":[44],"interval":[47],"bounds.":[48],"tested":[52],"by":[53,128],"simulation":[54],"experiments":[55],"using":[56,118],"dataset":[58],"containing":[59],"real":[60],"temperature":[61],"data":[62],"from":[63],"rural":[65],"community":[66],"in":[67],"southern":[68],"Chile.":[69],"The":[70],"proposed":[71,114],"was":[73,83,116],"compared":[74],"state-of-the-art":[77],"Fuzzy":[79,98],"Numbers":[80,99],"model.":[81],"It":[82],"shown":[84],"that":[85],"Joint":[87,139],"method":[89],"manages":[90],"to":[91,96],"obtain":[92],"slightly":[93],"superior":[94],"results":[95],"approach":[100],"while":[101],"greatly":[102],"reducing":[103],"complexity":[105],"training":[108],"Additionally,":[111],"since":[112,133],"Particle":[119],"Swarm":[120],"Optimization,":[121],"further":[122],"performance":[123],"improvements":[124],"could":[125],"be":[126],"made":[127],"employing":[129],"gradient-based":[130],"optimization":[131],"algorithms,":[132],"they":[134],"are":[135],"compatible":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-09-08T00:00:00"}