{"id":6159,"date":"2025-09-17T12:53:20","date_gmt":"2025-09-17T15:53:20","guid":{"rendered":"https:\/\/sbbd.org.br\/2025\/en\/?page_id=6159"},"modified":"2025-09-17T12:59:36","modified_gmt":"2025-09-17T15:59:36","slug":"kdmile-st-pt","status":"publish","type":"page","link":"https:\/\/sbbd.org.br\/2025\/en\/kdmile-st-pt\/","title":{"rendered":"Kdmile-st-pt"},"content":{"rendered":"\t\t
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KDMiLe - Sess\u00f5es T\u00e9cnicas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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KDMiLe - ST1<\/th>\t\t\t\t<\/tr>\n\t\t\t<\/thead>\n\t\t\t\t\t\t
29\/09 - Segunda<\/td>Aplica\u00e7\u00f5es Sociais<\/td>Coordenador: Ronaldo Goldschmidt (Instituto Militar de Engenharia)<\/td><\/tr>
Hor\u00e1rio<\/td>T\u00edtulo do Artigo<\/td>Autores<\/td><\/tr>
10h30-10h50<\/td><\/tr>
Combating Class Imbalance for Infant Mortality Risk Modeling: Resampling Strategies in Brazil's Unified Health System<\/td>Ricardo Morsoleto (Instituto Federal do Sul de Minas Gerais), Vin\u00edcius Alves Silva (Instituto Federal do Sul de Minas Gerais), Juliano de Souza Caliari (Instituto Federal do Sul de Minas Gerais), Simone Miranda (Instituto Federal do Sul de Minas Gerais), Hiran Ferreira (Instituto Federal do Sul de Minas Gerais) <\/td><\/tr>
10h50-11h10<\/td><\/tr>
Network models and community detection in identifying similar socioeconomic profiles<\/td>Rodrigo Porto (Universidade Federal de Itajub\u00e1), Rafael Frinhani (Universidade Federal de Itajub\u00e1), Felipe Mendes (Universidade Federal de Itajub\u00e1), Vanessa Souza (Universidade Federal de Itajub\u00e1)<\/td><\/tr>
11h10-11h30<\/td><\/tr>
Prediction of Infant Mortality in Brazil using Machine Learning and Entity Matching on Brazilian Unified Health System's Data<\/td>Ricardo Morsoleto (Instituto Federal do Sul de Minas Gerais), Vin\u00edcius Alves Silva (Instituto Federal do Sul de Minas Gerais), Juliano de Souza Caliari (Instituto Federal do Sul de Minas Gerais), Simone Miranda (Instituto Federal do Sul de Minas Gerais), Hiran Ferreira (Instituto Federal do Sul de Minas Gerais)<\/td><\/tr>
11h30-11h50<\/td><\/tr>
Mapping Ancestry through Surnames: Machine Learning Approaches Applied to Brazilian Data<\/td>Arthur Wolmer (Universidade Federal de Pernambuco), Diego Bezerra (Universidade Federal de Pernambuco)<\/td><\/tr>
11h50-12h10<\/td><\/tr>
Beyond Systematic Bias: Investigating Gender Differences in Portuguese Text Classification Annotation Patterns<\/td>Alexander Feitosa (CEFET\/RJ), \u00c9rica Carneiro (CEFET\/RJ), Gustavo Guedes (CEFET\/RJ)<\/td>\t\t\t\t<\/tr>\n\t\t\t<\/tbody>\n\t\t<\/table>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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KDMiLe - ST2<\/th>\t\t\t\t<\/tr>\n\t\t\t<\/thead>\n\t\t\t\t\t\t
30\/09 - Ter\u00e7a<\/td>Aplica\u00e7\u00f5es em M\u00eddias<\/td>Coordenador: Ronaldo Goldschmidt (Instituto Militar de Engenharia)<\/td><\/tr>
Hor\u00e1rio<\/td>T\u00edtulo do Artigo<\/td>Autores<\/td><\/tr>
08h00-08h20<\/td><\/tr>
A Comparative Study of BERT Models for Semantic Retrieval of Brazilian Legal Precedents<\/td>Adrielson Justino (Universidade Estadual do Maranh\u00e3o), Antonio Jacob Junior (Universidade Estadual do Maranh\u00e3o), Fabio Lobato (Universidade Federal do Oeste Par\u00e1)<\/td><\/tr>
08h20-08h40<\/td><\/tr>
A methodology for automatic composition of polyphonic music<\/td>Ang\u00e9lica Ribeiro (Universidade de S\u00e3o Paulo), Jo\u00e3o Lu\u00eds Rosa (Universidade de S\u00e3o Paulo)<\/td><\/tr>
08h40-09h00<\/td><\/tr>
Analysis of Criminal Patterns in Police Report Narratives using Spectral Clustering with K-means<\/td>Ricardo Barcelar (Universidade Federal de Mato Grosso), Flavia Rosane (Universidade Federal de Mato Grosso), Claudia Martins (Universidade Federal de Mato Grosso), Raphael Gomes (Universidade Federal de Mato Grosso), Anderson Oliveira (Universidade Federal de Mato Grosso), Thiago Ventura (Universidade Federal de Mato Grosso)<\/td><\/tr>
09h00-09h20<\/td><\/tr>
Segment-based evaluation of music genre classification models with the BYRM Dataset<\/td>Victoria Guimar\u00e3es (Universidade Federal do Amazonas), Jo\u00e3o Gustavo Kienen (Universidade Federal do Amazonas), Rosiane de FreitasR (Universidade Federal do Amazonas)<\/td><\/tr>
09h20-09h40<\/td><\/tr>
An Evaluation of Meta-Features for Automated Detection of Persuasion in Texts of Political Memes<\/td>Ana Beatriz Soares de Azevedo (Escola Nacional de Ci\u00eancias Estat\u00edsticas), Eduardo Goncalves (Escola Nacional de Ci\u00eancias Estat\u00edsticas)<\/td>\t\t\t\t<\/tr>\n\t\t\t<\/tbody>\n\t\t<\/table>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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KDMiLe - ST3<\/th>\t\t\t\t<\/tr>\n\t\t\t<\/thead>\n\t\t\t\t\t\t
01\/10 - Quarta<\/td>Fundamentos e Aplica\u00e7\u00f5es<\/td>Coordenador: Ronaldo Goldschmidt (Instituto Militar de Engenharia)<\/td><\/tr>
Hor\u00e1rio<\/td>T\u00edtulo do Artigo<\/td>Autores<\/td><\/tr>
14h00-14h20<\/td><\/tr>
Tibial Injury Detection using Convolutional Neural Networks<\/td>Rafael Gomes Mantovani (Universidade Tecnol\u00f3gica Federal do Paran\u00e1), Matheus Bonfim da Rocha (Universidade Tecnol\u00f3gica Federal do Paran\u00e1), Bruno Marcato (Universidade Tecnol\u00f3gica Federal do Paran\u00e1), Wally Strasse (Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1), Maiara Taniguchi (State University of Maring\u00e1), Jos\u00e9 Luis Seixas Jr. (State University of Paran\u00e1), Daniel Campos (Universidade Tecnol\u00f3gica Federal do Paran\u00e1)<\/td><\/tr>
14h20-14h40<\/td><\/tr>
On the evaluation of graph construction methods for semi-supervised transductive classification<\/td>Jadson Gertrudes (Universidade Federal de Ouro Preto), Vander Freitas (Universidade Federal de Ouro Preto), Val\u00e9ria Santos (Universidade Federal de Ouro Preto), Jefferson Oliva (Universidade Tecnol\u00f3gica Federal do Paran\u00e1), Leonardo Macedo Freire (Universidade Federal de Ouro Preto)<\/td><\/tr>
14h40-15h00<\/td><\/tr>
Longitudinal Synthetic Data Generation from Causal Structures<\/td>Alessandro Angeruzzi (Universidade Federal de Uberl\u00e2ndia), Marcelo Albertini (Universidade Federal de Uberl\u00e2ndia)<\/td><\/tr>
15h00-15h20<\/td><\/tr>
Mitigating Concept Drift in Job Execution Time Prediction Models<\/td>Bernardo Santos (Universidade Federal Fluminense), Lucia Drummond (Universidade Federal Fluminense), Jos\u00e9 Viterbo (Universidade Federal Fluminense)<\/td><\/tr>
15h20-15h40<\/td><\/tr>
From Statistics to Deep Learning: Forecasting Mobile Throughput<\/td>Est\u00eav\u00e3o Jos\u00e9 Dos Santos (Universidade Federal de S\u00e3o Carlos), Tiago Almeida (Universidade Federal de S\u00e3o Carlos)<\/td>\t\t\t\t<\/tr>\n\t\t\t<\/tbody>\n\t\t<\/table>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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KDMiLe - ST4<\/th>\t\t\t\t<\/tr>\n\t\t\t<\/thead>\n\t\t\t\t\t\t
02\/10 - Quinta<\/td>Melhores Artigos<\/td>Coordenador: Ronaldo Goldschmidt (Instituto Militar de Engenharia)<\/td><\/tr>
Hor\u00e1rio<\/td>T\u00edtulo do Artigo<\/td>Autores<\/td><\/tr>
14h00-14h20<\/td><\/tr>
Opportunities vs. Risks: Exploring Automatic Annotation of Financial Polarity Biases via Large Language Models<\/td>Viviane Romero (Universidade Federal Fluminense), Gabriel Assis (Universidade Federal Fluminense), Jonnathan Carvalho (Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia Fluminense), Paulo Mann (Universidade Federal do Rio de Janeiro), Aline Paes (Universidade Federal Fluminense)<\/td><\/tr>
14h20-14h40<\/td><\/tr>
Identification of DNA Coding Regions Using Transformers<\/td>Gustavo Cruz (Universidade Federal do Paran\u00e1), Aurora Pozo (Universidade Federal do Paran\u00e1)<\/td><\/tr>
14h40-15h00<\/td><\/tr>
When Modernity Enhances Tradition and Specialization: A BERT Ensemble for Temporal Financial Argument Detection<\/td>Leonardo Martinho (Universidade Federal Fluminense), Hugo Dutra (Universidade Federal Fluminense), Gabriel Assis (Universidade Federal Fluminense), Jonnathan Carvalho (Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia Fluminense), Aline Paes (Universidade Federal Fluminense)<\/td><\/tr>
15h00-15h20<\/td><\/tr>
Unsupervised Water Leakage Detection Using IoT Devices and Anomaly Detection Algorithms<\/td>Robert Cabral (Instituto de Pesquisas Eldorado), Viviane Menezes (Universidade Federal do Cear\u00e1), Paulo Armando Cavalcante Aguilar (Universidade Federal do Cear\u00e1), Elvis Stancanelli (Universidade Federal do Cear\u00e1), Robert Vin\u00edcius Gon\u00e7alves (Universidade Federal do Cear\u00e1), Arthur Callado (Universidade Federal do Cear\u00e1), Enyo Gon\u00e7alves (Universidade Federal do Cear\u00e1)<\/td>\t\t\t\t<\/tr>\n\t\t\t<\/tbody>\n\t\t<\/table>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

KDMiLe – Sess\u00f5es T\u00e9cnicas KDMiLe – ST1 29\/09 – Segunda Aplica\u00e7\u00f5es Sociais Coordenador: Ronaldo Goldschmidt (Instituto Militar de Engenharia) Hor\u00e1rio T\u00edtulo do Artigo Autores 10h30-10h50 Combating Class Imbalance for Infant Mortality Risk Modeling: Resampling Strategies in Brazil’s Unified Health System Ricardo Morsoleto (Instituto Federal do Sul de Minas Gerais), Vin\u00edcius Alves Silva (Instituto Federal do […]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6159","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/6159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/comments?post=6159"}],"version-history":[{"count":4,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/6159\/revisions"}],"predecessor-version":[{"id":6163,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/6159\/revisions\/6163"}],"wp:attachment":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/media?parent=6159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}