Mateus C. Silva

22 papers C 1Misc 1Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Synthetic Data Generation with Few-Shot Adaptation for HAR Using Wearable Sensors via Conditional SeriesGAN.
SBESC
Jonathan C. F. da Silva, Mateus C. Silva, Vicente J. P. Amorim, Pedro S. O. Lazaroni, Ricardo A. R. Oliveira
2025 J jnl
The connected Grundy coloring problem: Formulations and a local-search enhanced biased random-key genetic algorithm.
Comput. Oper. Res.
Mateus C. Silva, Rafael A. Melo, Mauricio G. C. Resende, Marcio Costa Santos, Rodrigo F. Toso
2024 C conf
An Approach for Data Augmentation in HAR with Wearable Sensors Using TIMEGAN.
ICMLA
Jonathan C. F. da Silva, Mateus C. Silva, Vicente J. P. Amorim, Pedro S. O. Lazaroni, Ricardo A. R. Oliveira
2024 J jnl
Blockchain-Based Smart Contract and Edge AI Applied in a Multirobot System: An Approach.
IEEE Robotics Autom. Mag.
Charles Tim Batista Garrocho, Frederico Luiz Martins de Sousa, Mateus C. Silva, Ricardo A. R. Oliveira
2024 J jnl
Obtaining the Grundy chromatic number: How bad can my greedy heuristic coloring be?
Comput. Oper. Res.
Mateus C. Silva, Rafael A. Melo, Mauricio G. C. Resende, Marcio Costa Santos, Rodrigo F. Toso
2024 J jnl
The connected Grundy coloring problem: Formulations and a local-search enhanced biased random-key genetic algorithm.
CoRR
Mateus C. Silva, Rafael A. Melo, Mauricio G. C. Resende, Marcio Costa Santos, Rodrigo F. Toso
2024 — conf
Wearable Sensors: Improving AI for Walking Activities Through GAN-Based Data Augmentation.
SBESC
Jonathan C. F. da Silva, Mateus C. Silva, Vicente J. P. Amorim, Pedro S. O. Lazaroni, Ricardo A. R. Oliveira
2023 — conf
Generating Synthetic Faces for Data Augmentation with StyleGAN2-ADA.
ICEIS (1)
Natália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Ricardo A. R. Oliveira
2023 — conf
Towards an Automatic System for Generating Synthetic and Representative Facial Data for Anonymization.
VISIGRAPP (5: VISAPP)
Natália F. de C. Meira, Ricardo C. Câmara de M. Santos, Mateus C. Silva, Eduardo José da S. Luz, Ricardo A. R. Oliveira
2022 J jnl
Bringing Deep Learning to the Fields and Forests: Leaf Reconstruction and Shape Estimation.
SN Comput. Sci.
Mateus C. Silva, Andrea G. C. Bianchi, Sérvio Pontes Ribeiro, Ricardo A. R. Oliveira
2022 — conf
Mask R-CNN Applied to Quasi-particle Segmentation from the Hybrid Pelletized Sinter (HPS) Process.
VISIGRAPP (4: VISAPP)
Natália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Cláudio B. Vieira, Alinne Souza, Efrem Ribeiro, Roberto O. Junior, Ricardo A. R. Oliveira
2021 — conf
Edge Deep Learning Applied to Granulometric Analysis on Quasi-particles from the Hybrid Pelletized Sinter (HPS) Process.
ICEIS (1)
Natália F. de C. Meira, Mateus C. Silva, Ricardo A. R. Oliveira, Aline Souza, Thiago D'Angelo, Cláudio B. Vieira
2021 — conf
Edge Deep Learning Towards the Metallurgical Industry: Improving the Hybrid Pelletized Sinter (HPS) Process.
ICEIS (Revised Selected Papers)
Natália F. de C. Meira, Mateus C. Silva, Cláudio B. Vieira, Alinne Souza, Ricardo A. R. Oliveira
2021 — conf
Enabling Digital Twins in Industry 4.0.
ICEIS (Revised Selected Papers)
Rafael Ferreira Vitor, Breno N. S. Keller, Débora Lage Moreira Barbosa, Débora Nasser Diniz, Mateus C. Silva, Ricardo A. R. Oliveira, Saul Emanuel Delabrida Silva
2021 — conf
Faceshield HUD: Extended Usage of Wearable Computing on the COVID-19 Frontline.
ICEIS (1)
Mateus C. Silva, Ricardo A. R. Oliveira, Thiago D'Angelo, Charles Tim Batista Garrocho, Vicente J. P. Amorim
2021 Misc conf
Leaf shape reconstruction and damage estimation using a U-net-based conditional GAN.
SAC
Mateus C. Silva, Andrea G. C. Bianchi, Sérvio Pontes Ribeiro, Ricardo A. R. Oliveira
2021 J jnl
Swarm Robotics: A Perspective on the Latest Reviewed Concepts and Applications.
Sensors
Pollyanna G. Faria Dias, Mateus C. Silva, Geraldo P. Rocha Filho, Patrícia A. Vargas, Luciano Perdigão Cota, Gustavo Pessin
2021 — conf
Synchronous and Asynchronous Requirements for Digital Twins Applications in Industry 4.0.
ICEIS (2)
Rafael Ferreira Vitor, Breno N. S. Keller, Débora Lage Moreira Barbosa, Débora Nasser Diniz, Mateus C. Silva, Ricardo A. R. Oliveira, Saul Emanuel Delabrida Silva
2021 J jnl
Wearable Edge AI Applications for Ecological Environments.
Sensors
Mateus C. Silva, Jonathan Cristóvão Ferreira da Silva, Saul E. Delabrida, Andrea G. C. Bianchi, Sérvio Pontes Ribeiro, Jorge Sá Silva, Ricardo A. R. Oliveira
2019 J jnl
Field Research Cooperative Wearable Systems: Challenges in Requirements, Design and Validation.
Sensors
Mateus C. Silva, Vicente J. P. Amorim, Sérvio Pontes Ribeiro, Ricardo Augusto Rabelo Oliveira
2019 J jnl
Software and Hardware Requirements and Trade-Offs in Operating Systems for Wearables: A Tool to Improve Devices' Performance.
Sensors
Vicente J. P. Amorim, Mateus C. Silva, Ricardo Augusto Rabelo Oliveira
2016 — conf
Acoustic image estimation using fast transforms.
SAM
Vítor H. Nascimento, Mateus C. Silva, Bruno S. Masiero