{"id":"https://openalex.org/W2551164094","doi":"https://doi.org/10.1109/ijcnn.2016.7727377","title":"An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition","display_name":"An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2551164094","doi":"https://doi.org/10.1109/ijcnn.2016.7727377","mag":"2551164094"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2016.7727377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5101810792","display_name":"Vitor N. Coelho","orcid":"https://orcid.org/0000-0001-6616-8947"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Vitor N. Coelho","raw_affiliation_strings":["Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016712083","display_name":"Igor Machado Coelho","orcid":"https://orcid.org/0000-0001-6373-4907"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Igor M. Coelho","raw_affiliation_strings":["Department of Computer Science, State University of Rio de Janeiro, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, State University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028828075","display_name":"Ivan Reinaldo Meneghini","orcid":"https://orcid.org/0000-0002-2572-4924"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ivan R. Meneghini","raw_affiliation_strings":["Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006915301","display_name":"Marcone Jamilson Freitas Souza","orcid":"https://orcid.org/0000-0002-7141-357X"},"institutions":[{"id":"https://openalex.org/I10824318","display_name":"Universidade Federal de Ouro Preto","ror":"https://ror.org/056s65p46","country_code":"BR","type":"education","lineage":["https://openalex.org/I10824318"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcone J. F. Souza","raw_affiliation_strings":["Department of Computer Science, Universidade Federal de Ouro Preto, Ouro Preto, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Ouro Preto, Ouro Preto, MG, Brazil","institution_ids":["https://openalex.org/I10824318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053773659","display_name":"Frederico Gadelha Guimar\u00e3es","orcid":"https://orcid.org/0000-0001-9238-8839"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Frederico G. Guimaraes","raw_affiliation_strings":["Department of Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101810792"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":null,"apc_paid":null,"fwci":0.3591,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71466674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"4","issue":null,"first_page":"1507","last_page":"1514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.785232663154602},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7655072212219238},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5824263095855713},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5532882213592529},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5226250290870667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5130294561386108},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.4707050025463104},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36584246158599854},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36249369382858276},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0899653434753418},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08572280406951904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.785232663154602},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7655072212219238},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5824263095855713},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5532882213592529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5226250290870667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5130294561386108},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.4707050025463104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36584246158599854},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36249369382858276},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0899653434753418},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08572280406951904},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2016.7727377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1576660662","https://openalex.org/W1877228522","https://openalex.org/W1891716741","https://openalex.org/W1963722242","https://openalex.org/W2005346251","https://openalex.org/W2010334716","https://openalex.org/W2016210396","https://openalex.org/W2060663734","https://openalex.org/W2076118331","https://openalex.org/W2116512828","https://openalex.org/W2126645252","https://openalex.org/W2140170679","https://openalex.org/W2168745915","https://openalex.org/W2288083718","https://openalex.org/W4213041519","https://openalex.org/W4229977739","https://openalex.org/W4230096730","https://openalex.org/W4241115065","https://openalex.org/W4250664506","https://openalex.org/W4297914891","https://openalex.org/W6685008809"],"related_works":["https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392","https://openalex.org/W2331509522","https://openalex.org/W2937748796","https://openalex.org/W2135210976"],"abstract_inverted_index":{"The":[0,20],"challenging":[1],"problem":[2],"of":[3,18,22,31,37,56,89,139],"forecasting":[4,47,103],"a":[5,69,137],"given":[6],"time":[7],"series":[8],"as":[9,11],"accurately":[10],"possible":[12],"is":[13,92],"reality":[14],"in":[15,63,99,146],"different":[16,106],"areas":[17],"expertise.":[19],"requirement":[21],"achieving":[23],"reliable":[24],"forecasts,":[25],"for":[26,94,111,119],"assisting":[27],"the":[28,35,45,53,64,87,96,100,113,125,144,159,165],"new":[29],"generation":[30],"soft":[32],"sensors,":[33],"requests":[34],"development":[36],"novel":[38],"smart":[39],"mechanisms":[40],"to":[41,128,148,164],"be":[42,129,162],"integrated":[43],"into":[44],"available":[46],"models.":[48,122],"This":[49],"current":[50],"paper":[51],"improves":[52],"previous":[54],"work":[55],"Coelho":[57],"et":[58],"al.":[59],"[1],":[60],"[2],":[61],"introduced":[62,68],"2014":[65],"WCCI,":[66],"which":[67],"Hybrid":[70],"Self-adaptive":[71],"Forecasting":[72],"Model":[73],"(HFM),":[74],"calibrated":[75],"using":[76],"an":[77,81],"evolutionary":[78],"metaheuristic.":[79],"Here,":[80],"expert":[82],"input":[83],"selection":[84],"assisted":[85],"by":[86,131,158],"use":[88],"Neighborhood":[90],"Structures":[91],"used":[93,110,130],"learning":[95],"dataset":[97],"provide":[98],"CIF":[101],"2016":[102],"competition.":[104,166],"Two":[105],"metaheuristic":[107],"algorithms":[108],"are":[109,117],"training":[112,140],"HFM,":[114],"computational":[115],"experiments":[116],"conducted":[118],"optimizing":[120],"both":[121],"By":[123],"selecting":[124],"maximum":[126],"lag":[127],"our":[132],"model":[133,160],"and,":[134],"consequently,":[135],"defining":[136],"rate":[138],"cycles,":[141],"we":[142],"calibrate":[143],"HFM":[145],"order":[147],"minimize":[149],"Symmetric":[150],"Mean":[151],"Absolute":[152],"Percentage":[153],"Errors.":[154],"Blind":[155],"forecasts":[156],"generated":[157],"will":[161],"submit":[163]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
