{"id":"https://openalex.org/W4409327463","doi":"https://doi.org/10.55905/cuadv17n4-050","title":"Regress\u00e3o Log\u00edstica Multinomial como ferramenta de previs\u00e3o do comportamento dos aceleradores de vulcaniza\u00e7\u00e3o","display_name":"Regress\u00e3o Log\u00edstica Multinomial como ferramenta de previs\u00e3o do comportamento dos aceleradores de vulcaniza\u00e7\u00e3o","publication_year":2025,"publication_date":"2025-04-10","ids":{"openalex":"https://openalex.org/W4409327463","doi":"https://doi.org/10.55905/cuadv17n4-050"},"language":"pt","primary_location":{"id":"doi:10.55905/cuadv17n4-050","doi":"https://doi.org/10.55905/cuadv17n4-050","is_oa":true,"landing_page_url":"https://doi.org/10.55905/cuadv17n4-050","pdf_url":"https://ojs.cuadernoseducacion.com/ojs/index.php/ced/article/download/7986/5540","source":{"id":"https://openalex.org/S4210194820","display_name":"Cuadernos de Educaci\u00f3n y Desarrollo","issn_l":"1989-4155","issn":["1989-4155"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321194","host_organization_name":"Servicios Academicos Intercontinentales","host_organization_lineage":["https://openalex.org/P4310321194"],"host_organization_lineage_names":["Servicios Academicos Intercontinentales"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cuadernos de Educaci\u00f3n y Desarrollo","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.cuadernoseducacion.com/ojs/index.php/ced/article/download/7986/5540","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081733414","display_name":"Helson Moreira da Costa","orcid":"https://orcid.org/0000-0003-4916-7808","observed_orcids":["https://orcid.org/0000-0003-4916-7808"]},"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"]},{"id":"https://openalex.org/I4392738254","display_name":"Instituto Polit\u00e9cnico do Rio de Janeiro","ror":"https://ror.org/01g0jwx42","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438","https://openalex.org/I4392738254"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helson Moreira da Costa","raw_affiliation_strings":["CEP","Doutor em Ci\u00eancias , Ci\u00eancia e Tecnologia de Pol\u00edmeros Institui\u00e7\u00e3o : Instituto Polit\u00e9cnico (IPRJ) , Universidade do Estado do Rio de Janeiro (UERJ) Endere\u00e7o : Rua Bonfim , 25 , Vila Am\u00e9lia , Nova Friburgo -RJ ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEP","institution_ids":[]},{"raw_affiliation_string":"Doutor em Ci\u00eancias , Ci\u00eancia e Tecnologia de Pol\u00edmeros Institui\u00e7\u00e3o : Instituto Polit\u00e9cnico (IPRJ) , Universidade do Estado do Rio de Janeiro (UERJ) Endere\u00e7o : Rua Bonfim , 25 , Vila Am\u00e9lia , Nova Friburgo -RJ ,","institution_ids":["https://openalex.org/I40034438","https://openalex.org/I4392738254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031236043","display_name":"Val\u00e9ria D. Ramos","orcid":"https://orcid.org/0009-0007-5560-5372","observed_orcids":["https://orcid.org/0009-0007-5560-5372","https://orcid.org/0000-0003-2263-2810"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Val\u00e9ria Dutra Ramos","raw_affiliation_strings":["Doutor em Ci\u00eancias , Ci\u00eancia e Tecnologia de Pol\u00edmeros Institui\u00e7\u00e3o : Universidade Est\u00e1cio de S\u00e1 (UNESA) Endere\u00e7o : Rua Jos\u00e9 Acurcio Benigno , 116 , Braunes , Nova Friburgo -RJ , CEP : 28611-135"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doutor em Ci\u00eancias , Ci\u00eancia e Tecnologia de Pol\u00edmeros Institui\u00e7\u00e3o : Universidade Est\u00e1cio de S\u00e1 (UNESA) Endere\u00e7o : Rua Jos\u00e9 Acurcio Benigno , 116 , Braunes , Nova Friburgo -RJ , CEP : 28611-135","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07616993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"4","first_page":"e7986","last_page":"e7986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.3012999892234802,"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"}},"topics":[{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.3012999892234802,"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"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.19359999895095825,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.15700000524520874,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/vulcanization-accelerators","display_name":"vulcanization accelerators","score":0.9020000100135803},{"id":"https://openalex.org/keywords/multinomial-logit-model","display_name":"multinomial logistic regression","score":0.8669999837875366},{"id":"https://openalex.org/keywords/elastomer-formulation","display_name":"elastomer formulation","score":0.6140000224113464},{"id":"https://openalex.org/keywords/molecular-descriptors","display_name":"molecular descriptors","score":0.875},{"id":"https://openalex.org/keywords/rubber-vulcanization","display_name":"rubber vulcanization","score":0.6290000081062317}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3776632845401764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32372409105300903},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.20635828375816345}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55905/cuadv17n4-050","doi":"https://doi.org/10.55905/cuadv17n4-050","is_oa":true,"landing_page_url":"https://doi.org/10.55905/cuadv17n4-050","pdf_url":"https://ojs.cuadernoseducacion.com/ojs/index.php/ced/article/download/7986/5540","source":{"id":"https://openalex.org/S4210194820","display_name":"Cuadernos de Educaci\u00f3n y Desarrollo","issn_l":"1989-4155","issn":["1989-4155"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321194","host_organization_name":"Servicios Academicos Intercontinentales","host_organization_lineage":["https://openalex.org/P4310321194"],"host_organization_lineage_names":["Servicios Academicos Intercontinentales"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cuadernos de Educaci\u00f3n y Desarrollo","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55905/cuadv17n4-050","doi":"https://doi.org/10.55905/cuadv17n4-050","is_oa":true,"landing_page_url":"https://doi.org/10.55905/cuadv17n4-050","pdf_url":"https://ojs.cuadernoseducacion.com/ojs/index.php/ced/article/download/7986/5540","source":{"id":"https://openalex.org/S4210194820","display_name":"Cuadernos de Educaci\u00f3n y Desarrollo","issn_l":"1989-4155","issn":["1989-4155"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321194","host_organization_name":"Servicios Academicos Intercontinentales","host_organization_lineage":["https://openalex.org/P4310321194"],"host_organization_lineage_names":["Servicios Academicos Intercontinentales"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cuadernos de Educaci\u00f3n y Desarrollo","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409327463.pdf","grobid_xml":"https://content.openalex.org/works/W4409327463.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W4390734587","https://openalex.org/W4407029259","https://openalex.org/W4407409460"],"related_works":["https://openalex.org/W4412481471","https://openalex.org/W4411093352","https://openalex.org/W7216665353","https://openalex.org/W7024047579","https://openalex.org/W1526302151","https://openalex.org/W3016040172","https://openalex.org/W7058346913","https://openalex.org/W2292457733","https://openalex.org/W2739689112","https://openalex.org/W4391024450"],"abstract_inverted_index":{"A":[0,106],"regress\u00e3o":[1],"log\u00edstica":[2],"multinomial":[3],"foi":[4,18,52,57,65],"aplicada":[5],"\u00e0":[6],"an\u00e1lise":[7],"de":[8,22,25,45,62,66,71,92,94,99,108,115,118],"22":[9],"aceleradores":[10,32,85],"comerciais":[11],"usados":[12],"em":[13,49],"formula\u00e7\u00f5es":[14],"elastom\u00e9ricas.":[15],"O":[16,54],"objetivo":[17],"calcular":[19],"a":[20,113,127],"probabilidade":[21],"se":[23],"classificar,":[24],"forma":[26],"correta,":[27],"as":[28,69,90],"esp\u00e9cies":[29,122],"qu\u00edmicas":[30],"em:":[31],"lentos/m\u00e9dios;":[33],"semirr\u00e1pidos/r\u00e1pidos,":[34],"com":[35,120],"a\u00e7\u00e3o":[36],"retardada;":[37],"e,":[38],"muito":[39,86,104],"r\u00e1pidos/ultrarr\u00e1pidos.":[40],"Para":[41],"tanto,":[42],"um":[43,95,100,116],"conjunto":[44],"vari\u00e1veis":[46],"preditoras,":[47],"baseadas":[48],"descritores":[50,110],"moleculares,":[51],"selecionado.":[53],"modelo":[55],"gerado":[56],"satisfat\u00f3rio,":[58],"pois":[59],"o":[60],"percentual":[61],"concord\u00e2ncia":[63],"alcan\u00e7ado":[64],"92,5%":[67],"e":[68,98],"medidas":[70],"associa\u00e7\u00e3o":[72],"tiveram":[73],"valor":[74],"expressivo.":[75],"No":[76],"entanto,":[77],"embora":[78],"tenha":[79],"permitido":[80],"uma":[81],"distin\u00e7\u00e3o":[82],"adequada":[83],"dos":[84,88],"r\u00e1pido/ultrarr\u00e1pidos":[87],"demais,":[89],"probabilidades":[91],"ocorr\u00eancia":[93],"acelerador":[96,101],"lento/m\u00e9dio":[97],"semirr\u00e1pido/r\u00e1pido":[102],"foram":[103],"similares.":[105],"utiliza\u00e7\u00e3o":[107],"mais":[109,121],"moleculares":[111],"e/ou":[112],"constru\u00e7\u00e3o":[114],"banco":[117],"dados":[119],"podem":[123],"ser":[124],"alternativas":[125],"para":[126],"melhoria":[128],"do":[129],"modelo.":[130]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-04-11T00:00:00"}