Denis José Schiozer

13 papers Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing Shallow and Deep Learning Regression Methods to Forecast Short-Term Oil, Water, and Gas Rates in a Pre-Salt Petroleum Field.
IEEE Access
Bahram Lavi, João R. Bertini, Luis Oliveira Pires, Denis José Schiozer
2025 J jnl
Data-driven oil production strategy selection under uncertainties.
Appl. Soft Comput.
Gabriel Cirac, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha
2025 J jnl
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder-decoder approach.
Comput. Geosci.
Michael M. Diniz, Masoud Maleki, Marcos V. M. Cirne, Shahram Danaei, João Oliveira, Denis José Schiozer, Alessandra Davólio, Anderson Rocha
2024 J jnl
A multi-modal approach for mixed-frequency time series forecasting.
Neural Comput. Appl.
Leopoldo Lusquino Filho, Rafael de Oliveira Werneck, Manuel Castro, Pedro Ribeiro Mendes Júnior, Augusto Lustosa, Marcelo Ferreira Zampieri, Oscar Linares, Renato Moura, Elayne Morais, Murilo Amaral, Soroor Salavati, Ashish Loomba, Ahmed Esmin, Maiara Moreira Gonçalves, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha
2024 J jnl
Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry.
Appl. Soft Comput.
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
2024 J jnl
End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations.
Appl. Soft Comput.
Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha
2024 J jnl
Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production.
Neural Comput. Appl.
Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha
2024 J jnl
Rock-type classification: A (critical) machine-learning perspective.
Comput. Geosci.
Pedro Ribeiro Mendes Júnior, Soroor Salavati, Oscar Linares, Maiara Moreira Gonçalves, Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, Manuel Castro, Rafael de Oliveira Werneck, Renato Moura, Elayne Morais, Ahmed Esmin, Leopoldo Lusquino, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha
2023 J jnl
Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs.
Eng. Appl. Artif. Intell.
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
2022 J jnl
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models.
IEEE Trans. Syst. Man Cybern. Syst.
Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davólio, Denis José Schiozer, Anderson Rocha
2019 — conf
A Design Process Integrating Human-Data Interaction Guidelines and Semio-Participatory Design.
ICEIS (Revised Selected Papers)
Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer
2019 — conf
Participatory Design of System Messages in Petroleum Fields Management Software.
HCI (3)
Pedro Alan T. Ramos, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer
2019 — conf
Participatory Evaluation of Human-Data Interaction Design Guidelines.
INTERACT (1)
Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer