{"id":"https://openalex.org/W3153198727","doi":"https://doi.org/10.1007/s10479-021-04053-9","title":"Predictive modeling in a steelmaking process using optimized relevance vector regression and support vector regression","display_name":"Predictive modeling in a steelmaking process using optimized relevance vector regression and support vector regression","publication_year":2021,"publication_date":"2021-04-20","ids":{"openalex":"https://openalex.org/W3153198727","doi":"https://doi.org/10.1007/s10479-021-04053-9","mag":"3153198727"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-021-04053-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-021-04053-9","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","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/A5087223952","display_name":"Simone Massulini Acosta","orcid":"https://orcid.org/0000-0003-3674-5576"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Simone Massulini Acosta","raw_affiliation_strings":["Academic Department of Electronics, Federal University of Technology of Paran\u00e1, Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3674-5576","affiliations":[{"raw_affiliation_string":"Academic Department of Electronics, Federal University of Technology of Paran\u00e1, Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033807389","display_name":"Anderson Levati Amoroso","orcid":"https://orcid.org/0000-0002-2693-6179"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Levati Amoroso","raw_affiliation_strings":["Academic Department of Electronics, Federal University of Technology of Paran\u00e1, Curitiba, Paran\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Department of Electronics, Federal University of Technology of Paran\u00e1, Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059593413","display_name":"\u00c2ngelo M\u00e1rcio Oliveira Sant\u2019Anna","orcid":"https://orcid.org/0000-0001-8332-8877"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"\u00c2ngelo M\u00e1rcio Oliveira Sant\u2019Anna","raw_affiliation_strings":["Department of Mechanical Engineering, Federal University of Bahia, Salvador, Bahia, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Federal University of Bahia, Salvador, Bahia, Brazil","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032093681","display_name":"Os\u00edris Canciglieri","orcid":"https://orcid.org/0000-0002-8503-9275"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Osiris Canciglieri Junior","raw_affiliation_strings":["Industrial and Systems Engineering Graduate Program, Pontifical Catholic University of Paran\u00e1, Curitiba, Paran\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering Graduate Program, Pontifical Catholic University of Paran\u00e1, Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087223952"],"corresponding_institution_ids":["https://openalex.org/I1283613182"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.9381,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92327968,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"316","issue":"2","first_page":"905","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9624999761581421,"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":0.9624999761581421,"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/support-vector-machine","display_name":"Support vector machine","score":0.7999793887138367},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6188316941261292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5745323300361633},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5352787375450134},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.49289703369140625},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.48210954666137695},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.47381818294525146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4687046706676483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43808218836784363},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.42910531163215637},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42697691917419434},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4222966432571411},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4004319906234741},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3756905794143677},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29071199893951416},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20315027236938477},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.18167883157730103}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7999793887138367},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6188316941261292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5745323300361633},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5352787375450134},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.49289703369140625},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.48210954666137695},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.47381818294525146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4687046706676483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43808218836784363},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.42910531163215637},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42697691917419434},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4222966432571411},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4004319906234741},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3756905794143677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29071199893951416},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20315027236938477},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.18167883157730103},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10479-021-04053-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-021-04053-9","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:annopr:v:316:y:2022:i:2:d:10.1007_s10479-021-04053-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-021-04053-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4198172963","display_name":null,"funder_award_id":"486707/2013-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W101663867","https://openalex.org/W571676296","https://openalex.org/W1481566577","https://openalex.org/W1543258308","https://openalex.org/W1553407966","https://openalex.org/W1560724230","https://openalex.org/W1566763778","https://openalex.org/W1569512666","https://openalex.org/W1595159159","https://openalex.org/W1633751774","https://openalex.org/W1648445109","https://openalex.org/W1663973292","https://openalex.org/W1694861895","https://openalex.org/W1879678483","https://openalex.org/W1964357740","https://openalex.org/W1981374261","https://openalex.org/W1992114951","https://openalex.org/W1996640396","https://openalex.org/W1997733696","https://openalex.org/W2004785362","https://openalex.org/W2033718628","https://openalex.org/W2045966225","https://openalex.org/W2053164494","https://openalex.org/W2053834050","https://openalex.org/W2057836008","https://openalex.org/W2060497214","https://openalex.org/W2086526312","https://openalex.org/W2096166399","https://openalex.org/W2097360283","https://openalex.org/W2135046866","https://openalex.org/W2137340504","https://openalex.org/W2137512539","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2154592326","https://openalex.org/W2158994553","https://openalex.org/W2162145193","https://openalex.org/W2165466912","https://openalex.org/W2245817485","https://openalex.org/W2291445757","https://openalex.org/W2310612427","https://openalex.org/W2319449413","https://openalex.org/W2342989644","https://openalex.org/W2395284556","https://openalex.org/W2419658023","https://openalex.org/W2462222751","https://openalex.org/W2582743722","https://openalex.org/W2594639291","https://openalex.org/W2608285697","https://openalex.org/W2733771299","https://openalex.org/W2734758784","https://openalex.org/W2737937688","https://openalex.org/W2741510981","https://openalex.org/W2772088148","https://openalex.org/W2779353635","https://openalex.org/W2792578766","https://openalex.org/W2906432502","https://openalex.org/W3008773008","https://openalex.org/W3018025246","https://openalex.org/W3091238073","https://openalex.org/W3104621635","https://openalex.org/W3144619878","https://openalex.org/W3194627252","https://openalex.org/W4233518571","https://openalex.org/W4256619705","https://openalex.org/W4285719527","https://openalex.org/W4294541781","https://openalex.org/W6629510986","https://openalex.org/W6634326339","https://openalex.org/W6680216138","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4288372799","https://openalex.org/W2936660777","https://openalex.org/W2979078846","https://openalex.org/W4214748818","https://openalex.org/W2033531685","https://openalex.org/W3148095850","https://openalex.org/W2148211789","https://openalex.org/W4293568776"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}