Italo Francyles Santos da Silva

According to our database, Italo Francyles Santos da Silva authored at least 17 papers between 2018 and 2025.

Collaborative distances:

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

2025

Assessing the Attention Layers in Convolutional Neural Networks for Penile Cancer Detection in Histopathological Images.

Joana Kuelvia de Araújo Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Italo Francyles Santos da Silva, Alexandre César Pinto Pessoa

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

Applying Checklist and Design Patterns for Evaluating and Redesigning a Dashboard Interface of a Decision Support Information System.

Kennedy Nunes, Arthur Passos, Matheus Menezes, Felipe Feyh, Carlos Moura, Lucas P. A. Pinheiro, Auriane Santos, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Italo Francyles Santos da Silva, Luis Rivero

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

Applying Prototyping and Exploratory Testing to Ensure Software Quality in an Information System for Power Tampering Detection: An Experience Report.

Sabryna Araujo, Ramille Santana, Joana Silva, Arthur Passos, Matheus Menezes, Felipe Feyh, Carlos Moura, Lucas P. A. Pinheiro, Auriane Santos, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Italo Francyles Santos da Silva, Luis Rivero

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

A regression-based method for estimating the number of power poles in areas of electricity consumption regulation.

Patrick Câmara Araujo, Pedro Vinnícius Bernhard, Thiago Paiva Freire, Joana Silva, Eduardo Dutra, Levi Carvalho dos Santos, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Luis Rivero, Aristófanes C. Silva, Auriane Santos, Carlos Moura, Lucas P. A. Pinheiro, Matheus Menezes

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Segmentation of Microtomography Images of Carbonate Rocks: A Comparison Between Ordinary Kriging and Universal Kriging.

Maxwell Pires Silva, Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

A Stacked Deep Learning-Based Method for Multiclass Classification of Sandstones in Microtomographic Images.

Antônio Pedro Vieira Lima, Italo Francyles Santos da Silva, Alan de Carvalho Araújo, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Classification of Age-Related Macular Degeneration in Fundus Images Using Deep Features and Gradient-Boosted Decision Trees: An Experimental Study.

Antônio Pedro Vieira Lima, Filipe Correa Belfort, Italo Francyles Santos da Silva, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks.

Italo Francyles Santos da Silva, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rui Miguel Gil da Costa Oliveira, António Cunha

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

HistAttentionNAS: A CNN built via NAS for Penile Cancer Diagnosis using Histopathological Images.

José Ribamar Durand Rodrigues Júnior, Geraldo Braz Júnior, Italo Francyles Santos da Silva, Rui Miguel Gil da Costa Oliveira

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

A Cascade Method based on UNet3+ for Automated Vertebrae Segmentation in X-ray Images.

Estephane M. Nascimento, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Alexandre C. P. Pessoa, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

Method for detecting non-alcoholic fatty liver disease in abdominal thermography time series using temporal convolutional networks.

Marcos Vinícius de Sousa Farias, Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Henrique Manoel de Araújo Martins Filho, Anselmo Cardoso de Paiva, António Cunha

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

2022

A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks.

Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass

Expert Syst. Appl., 2022

Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies.

Geraldo Braz Júnior, Luis Rivero, João Almeida, Simara V. Rocha, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Carlos E. P. Castro, Darlan Bruno Pontes Quintanilha, Italo Francyles Santos da Silva, Erika W. B. A. L. Alves, Samira Barbosa

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

2021

Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization.

Luis Fernando Marin Sepulveda, Petterson Sousa Diniz, João Otávio Bandeira Diniz, Stelmo Magalhães Barros Netto, Carolina L. S. Cipriano, Alexandre Cristian Araújo, Victor H. B. Lemos, Alexandre C. P. Pessoa, Darlan Bruno Pontes Quintanilha, João Dallyson Sousa de Almeida, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Márcia I. A. Silva, Eliana Marcia Garros Monteiro, Italo Francyles Santos da Silva, Eduardo C. Fernandes

Eng. Appl. Artif. Intell., 2021

Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report.

José Eduardo, Anderson M. P. Paiva, Victor Ferreira, Simara V. Rocha, Italo Francyles Santos da Silva, Luis Rivero, João Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristofenes Silva, Hugo Nogueira, Eliana Marcia Garros Monteiro, Eduardo C. Fernandes

Proceedings of the HCI International 2021 - Late Breaking Papers: Design and User Experience, 2021

2020

Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices.

Carlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur Costa Serra, Arthur Guilherme Santos Fernandes, Ricardo C. S. Marques, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Simara V. Rocha, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Eliana Marcia Garros Monteiro, Márcia I. A. Silva, Italo Fernandes S. Silva

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

2018

Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network.

Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Anselmo Cardoso de Paiva

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018