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ORCIDItalo Francyles Santos da Silva
Person information
- affiliation: Federal University of Maranhão, São Luís, Brazil
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2020 – today
- 2026
[c18]Patrick Câmara Araujo, Pedro Vinnícius Bernhard, Thiago Paiva Freire, Joana K. A. Silva, Eduardo F. P. Dutra, Levi Carvalho dos Santos, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Luis Jorge Enrique Rivero Cabrejos, Aristófanes Corrêa Silva, Auriane A. M. Santos, Felipe M. Feyh, Carlos J. S. Moura, Matheus Menezes, Lucas P. A. Pinheiro:
Predictive Modeling for Low-Voltage Network Dimensioning in Energy Regularization Areas Using Neural Networks. ICEIS (1) 2026: 232-239- [c17]Anderson Silva, Marcos Farias, Joana Silva, Levi Carvalho dos Santos, Patrick Câmara Araujo, Maxwell Pires Silva, Mario Freitas, João de Souza, Filipe Correa Belfort, Davi Viana, Italo Francyles Santos da Silva, João Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Laura Castro, Luan Sousa:
Urban Tree Species Identification Using Deep Metric Learning-Based Image Retrieval. ICEIS (2) 2026: 1053-1060 - 2025
- [c16]Antônio Pedro Vieira Lima
, Italo Francyles Santos da Silva, Alan de Carvalho Araújo, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl:
A Stacked Deep Learning-Based Method for Multiclass Classification of Sandstones in Microtomographic Images. BRACIS (4) 2025: 60-73 - [c15]Maxwell Pires Silva, Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Deane Mesquita Roehl:
Segmentation of Microtomography Images of Carbonate Rocks: A Comparison Between Ordinary Kriging and Universal Kriging. BRACIS (4) 2025: 456-469 - [c14]Patrick Câmara Araujo, Pedro Vinnícius Bernhard, Thiago Paiva Freire, Joana Silva, Eduardo F. P. 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 A. M. Santos, Carlos J. S. Moura, Lucas P. A. Pinheiro, Matheus Menezes:
A regression-based method for estimating the number of power poles in areas of electricity consumption regulation. CENTERIS/ProjMAN/HCist 2025: 332-339 - [c13]Sabryna Rodrigues Araujo, Ramille Santana, Joana Silva, Arthur Passos, Matheus Menezes, Felipe M. Feyh, Carlos J. S. Moura, Lucas P. A. Pinheiro, Auriane A. M. Santos, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Italo Francyles Santos da Silva, Luis Rivero:
Applying Prototyping and Exploratory Testing to Ensure Software Quality in an Information System for Power Tampering Detection: An Experience Report. ICEIS (2) 2025: 380-387 - [c12]Kennedy Nunes, Arthur Passos, Matheus Menezes, Felipe M. Feyh, Carlos J. S. Moura, Lucas P. A. Pinheiro, Auriane A. M. Santos, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Italo Francyles Santos da Silva, Luis Rivero:
Applying Checklist and Design Patterns for Evaluating and Redesigning a Dashboard Interface of a Decision Support Information System. ICEIS (2) 2025: 494-505 - [c11]Joana Kuelvia de Araújo Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Italo Francyles Santos da Silva, Alexandre César Pinto Pessoa:
Assessing the Attention Layers in Convolutional Neural Networks for Penile Cancer Detection in Histopathological Images. ICEIS (1) 2025: 654-661 - 2024
- [c10]Italo Francyles Santos da Silva, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rui Miguel Gil da Costa Oliveira, António Cunha:
Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks. CENTERIS/ProjMAN/HCist 2024: 747-755 - [c9]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:
Method for detecting non-alcoholic fatty liver disease in abdominal thermography time series using temporal convolutional networks. CENTERIS/ProjMAN/HCist 2024: 756-763 - [c8]José Ribamar Durand Rodrigues Júnior, Geraldo Braz Júnior, Italo Francyles Santos da Silva, Rui Miguel Gil da Costa Oliveira:
HistAttentionNAS: A CNN built via NAS for Penile Cancer Diagnosis using Histopathological Images. CENTERIS/ProjMAN/HCist 2024: 764-771 - [c7]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:
A Cascade Method based on UNet3+ for Automated Vertebrae Segmentation in X-ray Images. CENTERIS/ProjMAN/HCist 2024: 789-796 - [c6]Antônio Pedro Vieira Lima, Filipe Correa Belfort, Italo Francyles Santos da Silva, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva:
Classification of Age-Related Macular Degeneration in Fundus Images Using Deep Features and Gradient-Boosted Decision Trees: An Experimental Study. ICPR (Workshops and Challenges, 2) 2024: 60-73 - 2023
- [c5]Alan de Carvalho Araújo, Aristófanes C. Silva, João Pedrosa, Italo Francyles Santos da Silva, João Otávio Bandeira Diniz:
A Cascade Approach for Automatic Segmentation of Coronary Arteries Calcification in Computed Tomography Images Using Deep Learning. MobiHealth 2023: 95-109 - 2022
- [j2]Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass:
A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks. Expert Syst. Appl. 197: 116704 (2022) - [c4]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:
Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies. ICEIS (2) 2022: 159-166 - 2021
- [j1]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:
Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization. Eng. Appl. Artif. Intell. 105: 104440 (2021) - [c3]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:
Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report. HCI (40) 2021: 326-341 - 2020
- [c2]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:
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. IWSSIP 2020: 405-410
2010 – 2019
- 2018
- [c1]Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Anselmo Cardoso de Paiva:
Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network. ICIAR 2018: 679-686
Coauthor Index
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