Vinícius P. Machado

According to our database, Vinícius P. Machado authored at least 27 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Malaria parasites detection and identification using object detectors based on deep neural networks: a wide comparative analysis.

Maura Rocha, Maíla de Lima Claro, Laurindo de S. B. Neto, Kelson Rômulo Teixeira Aires, Vinícius Machado, Rodrigo Veras

Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023

Method for inferring the number of clusters based on a range of attribute values with subsequent automatic data labeling.

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

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Classification of Facial Images Using Deep Learning Models to Support ASD Identification.

José Nazareno Alves Rodrigues, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras

Proceedings of the XLIX Latin American Computer Conference, 2023

2022

Public Administration Suppliers Classification Model Based on Supervised Machine Learning.

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

Proceedings of the SBSI: XVIII Brazilian Symposium on Information Systems, Curitiba, Brazil, May 16, 2022

A hybrid descriptor to improve kidney pathologies classification.

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

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

CAIBAL: cluster-attribute interdependency based automatic labeler.

Marcel Moura, Rodrigo Veras, Vinícius P. Machado

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Using Clinical Data and Deep Features in Renal Pathologies Classification.

Laiara Cristina da Silva, Vinícius P. Machado, Rodrigo Veras, Keylla Maria de Sá Urtiga Aita, Semiramis Jamil Hadad do Monte, Nayze Aldeman, Justino Santos

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Glomerulosclerosis Identification Using a Modified Dense Convolutional Network.

Justino Santos, Vinícius P. Machado, Luciano Oliveira, Washington L. C. dos-Santos, Nayze Aldeman, Angelo Amâncio Duarte, Rodrigo Veras

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Deep semi-supervised classification based in deep clustering and cross-entropy.

Bruno Vicente Alves de Lima, Adrião Duarte Dória Neto, Lúcia Emília Soares Silva, Vinícius Ponte Machado

Int. J. Intell. Syst., 2021

Using Regression Error Analysis and Feature Selection to Automatic Cluster Labeling.

Lúcia Emília Soares Silva, Vinícius Ponte Machado, Sidiney Souza Araujo, Bruno Vicente Alves de Lima, Rodrigo de Melo Souza Veras

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Group Labeling Methodology Using Distance-based Data Grouping Algorithms.

Francisco das Chagas Imperes Filho, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Aline Montenegro Leal Silva

RITA, 2020

Convolution Neural Network Models for Acute Leukemia Diagnosis.

Maíla de Lima Claro, Luis H. S. Vogado, Rodrigo Veras, André Macedo Santana, João Tavares, Justino Santos, Vinícius P. Machado

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

ABCD rule and pre-trained CNNs for melanoma diagnosis.

Nayara Holanda de Moura, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro

Multim. Tools Appl., 2019

Semi-supervised Classification Using Deep Learning.

Bruno Vicente Alves de Lima, Adrião Duarte Dória Neto, Lúcia Emília Soares Silva, Vinícius Ponte Machado, João Guilherme Cavalcanti Costa

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma.

Nayara Holanda de Moura, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm.

Luís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinícius P. Machado

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Automatic Cluster Labeling Based on Phylogram Analysis.

Francisco N. C. de Araujo, Vinícius P. Machado, Antonio H. M. Soares, Rodrigo de Melo Souza Veras

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

New Solution based on Fuzzy System for the IA-RMLSA Problem in Elastic Optical Network.

Enio L. V. Barbosa, André Soares, Vinícius Ponte Machado, Ricardo de A. L. Rabelo, Jose V. dos R. Junior

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2016

Automatic labelling of clusters of discrete and continuous data with supervised machine learning.

Lucas A. Lopes, Vinícius Ponte Machado, Ricardo A. L. Rabêlo, Ricardo A. S. Fernandes, Bruno Vicente Alves de Lima

Knowl. Based Syst., 2016

Automatic labelling of clusters with discrete and continuous data using supervised machine learning.

Joselito Mendes de Sousa, Roney Lira de Sales Santos, Lucas Araujo Lopes, Vinícius Ponte Machado, Ivan Saraiva Silva

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

2015

Automatic labeling of social network users Scientia.Net through the machine learning supervised application.

Bruno Vicente Alves de Lima, Vinícius Ponte Machado, Lucas A. Lopes

Soc. Netw. Anal. Min., 2015

2014

Automatic cluster labeling through Artificial Neural Networks.

Lucas A. Lopes, Vinícius Ponte Machado, Ricardo de A. L. Rabelo

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2012

E-PL: Um Objeto de Aprendizagem para o Ensino de Programação Linear.

Rodrigo Veras, Leonardo de Sousa, Marcos Frazão, Iális de Paula Jr, Vinícius Machado

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

Machine learning algorithms applied in automatic classification of social network users.

Bruno Vicente Alves de Lima, Vinícius Ponte Machado

Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2010

A Neural Network Multiagent Architecture Applied to Industrial Networks for Dynamic Allocation of Control Strategies Using Standard Function Blocks.

Vinícius Ponte Machado, Adrião Duarte Dória Neto, Jorge Dantas de Melo

IEEE Trans. Ind. Electron., 2010

2008

A neural network multiagent architecture applied to fieldbus intelligent control.

Vinícius Ponte Machado, Adrião Duarte Dória Neto, Jorge Dantas de Melo, Leonardo Guanabara, Juliana Medeiros

Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

2003

Improving Organizational Memory through Agents for Knowledge Discovery in Database.

João José Vasco Furtado, Vinícius Ponte Machado

Proceedings of the Agent Mediated Knowledge Management, 2003