Vinícius Ponte Machado

17 papers C 3Misc 2Journal 3Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Framework Proposal for Handling Missing Data Guided by Machine Learning: An Adaptive Threshold for Exclusion vs. Imputation in Clinical Datasets. CLEI Anne Carolinne Carvalho Galdino, Vinícius Ponte Machado, Juan Morysson Viana Marciano, Dorcas Lamounier Costa
2025	—	`conf`	Avaliando o Papel do GPT-4o na Aprendizagem de Engenharia de Software: Um Relato de Experiência. SBES Bruno Mendes de Carvalho Castelo Branco, Antonio Lisbôa de Melo Neto, Guilherme Amaral Avelino, Vinícius Ponte Machado
2024	—	`conf`	A Transformer-Based Tabular Approach to Detect Toxic Comments. BRACIS (4) Ghivvago Damas Saraiva, Rafael Torres Anchiêta, Raimundo Santos Moura, Vinícius Ponte Machado
2023	C	`conf`	Classification of Facial Images Using Deep Learning Models to Support ASD Identification. CLEI José Nazareno Alves Rodrigues, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras
2023	—	`conf`	Method for inferring the number of clusters based on a range of attribute values with subsequent automatic data labeling. INNS DLIA@IJCNN Aline Montenegro Leal Silva, Francisco Jair de Oliveira Neres, Ana Paula da Silva Mendes, Vinícius Ponte Machado, André Macedo Santana, Ricardo de Andrade Lira Rabelo
2022	Misc	`conf`	A hybrid descriptor to improve kidney pathologies classification. SAC Laiara Cristina da Silva, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Keylla Maria de Sá Urtiga Aita, Semiramis Jamil Hadad do Monte, Nayze Lucena Sangreman Aldeman
2022	—	`conf`	Public Administration Suppliers Classification Model Based on Supervised Machine Learning. SBSI Joselito Mendes de Sousa Júnior, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Roney Lira de Sales Santos, Bruno Vicente Alves de Lima, Aline Montenegro Leal Silva, Francisco Alysson da Silva Sousa, Francisco das Chagas Imperes Filho
2021	J	`jnl`	Deep semi-supervised classification based in deep clustering and cross-entropy. Int. J. Intell. Syst. Bruno Vicente Alves de Lima, Adrião Duarte Dória Neto, Lúcia Emília Soares Silva, Vinícius Ponte Machado
2021	Misc	`conf`	Using Regression Error Analysis and Feature Selection to Automatic Cluster Labeling. EPIA Lúcia Emília Soares Silva, Vinícius Ponte Machado, Sidiney Souza Araujo, Bruno Vicente Alves de Lima, Rodrigo de Melo Souza Veras
2020	J	`jnl`	Group Labeling Methodology Using Distance-based Data Grouping Algorithms. RITA Francisco das Chagas Imperes Filho, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Aline Montenegro Leal Silva
2019	—	`conf`	Semi-supervised Classification Using Deep Learning. BRACIS Bruno Vicente Alves de Lima, Adrião Duarte Dória Neto, Lúcia Emília Soares Silva, Vinícius Ponte Machado, João Guilherme Cavalcanti Costa
2016	—	`conf`	Automatic labelling of clusters with discrete and continuous data using supervised machine learning. SCCC Joselito Mendes de Sousa, Roney Lira de Sales Santos, Lucas Araujo Lopes, Vinícius Ponte Machado, Ivan Saraiva Silva
2015	J	`jnl`	Automatic labeling of social network users Scientia.Net through the machine learning supervised application. Soc. Netw. Anal. Min. Bruno Vicente Alves de Lima, Vinícius Ponte Machado, Lucas A. Lopes
2012	—	`conf`	Machine learning algorithms applied in automatic classification of social network users. CASoN Bruno Vicente Alves de Lima, Vinícius Ponte Machado
2009	—	`—`	Uma arquitetura baseada em agentes para configuração dinâmica de aplicações inteligentes em ambiente foundation fieldbus Vinícius Ponte Machado
2008	C	`conf`	A neural network multiagent architecture applied to fieldbus intelligent control. ETFA Vinícius Ponte Machado, Adrião Duarte Dória Neto, Jorge Dantas de Melo, Leonardo Guanabara, Juliana Medeiros
2003	—	`conf`	Improving Organizational Memory through Agents for Knowledge Discovery in Database. AMKM João José Vasco Furtado, Vinícius Ponte Machado