Gabriel Cirac Mendes Souza

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Multi Layered Perceptron

Pattern Recognition

Pattern Classification

Top Venues

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

Publications

Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha
Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production. Neural Comput. Appl. 36 (23) (2024)
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry. Appl. Soft Comput. 149 (Part A) (2024)
Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha
End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations. Appl. Soft Comput. 162 (2024)
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs. Eng. Appl. Artif. Intell. 126 (2023)
Gabriel Cirac Mendes Souza, Robson L. Moreno, Tales Cleber Pimenta
Pattern Recognition in Myoelectric Signals Using Deep Learning, Features Engineering, and a Graphics Processing Unit. IEEE Access 8 (2020)
Gabriel Cirac Mendes Souza, Robson Luiz Moreno
Netlab MLP - Performance Evaluation for Pattern Recognition in Myoletric Signal. ANT/SEIT (2018)
Gabriel Cirac Mendes Souza, Robson Luiz Moreno, Tales Cleber Pimenta
Evaluation of Pattern Recognition in Myoelectric Signal Using Netlab GLM. MIXDES (2018)