Denis José Schiozer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Participatory Design

Convolutional Neural Network

Simulation Models

Top Venues

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

IEEE Trans. Syst. Man Cybern. Syst.

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)
Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davolio, Denis José Schiozer, Anderson Rocha
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer
A Design Process Integrating Human-Data Interaction Guidelines and Semio-Participatory Design. ICEIS (Revised Selected Papers) (2019)
Pedro Alan T. Ramos, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer
Participatory Design of System Messages in Petroleum Fields Management Software. HCI (3) (2019)
Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer
Participatory Evaluation of Human-Data Interaction Design Guidelines. INTERACT (1) (2019)