Denis J. Schiozer

According to our database, Denis J. Schiozer authored at least 17 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry.

Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha

Appl. Soft Comput., December, 2024

Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production.

Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha

Neural Comput. Appl., August, 2024

Rock-type classification: A (critical) machine-learning perspective.

Pedro Ribeiro Mendes, 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

Comput. Geosci., 2024

End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations.

Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha

Appl. Soft Comput., 2024

2023

Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs.

Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha

Eng. Appl. Artif. Intell., November, 2023

2022

Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models.

Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davolio, Denis José Schiozer, Anderson Rocha

IEEE Trans. Syst. Man Cybern. Syst., 2022

2020

A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree.

Aurea Soriano-Vargas, Klaus Rollmann, Forlan Almeida, Alessandra Davolio, Bernd Hamann, Denis J. Schiozer, Anderson Rocha

Comput. Geosci., 2020

A stochastic learning-from-data approach to the history-matching problem.

Cristina C. B. Cavalcante, Célio Maschio, Denis J. Schiozer, Anderson Rocha

Eng. Appl. Artif. Intell., 2020

2019

A continuous learning algorithm for history matching.

Cristina C. B. Cavalcante, Célio Maschio, Antonio Alberto S. Santos, Denis J. Schiozer, Anderson Rocha

Eng. Appl. Artif. Intell., 2019

Participatory Evaluation of Human-Data Interaction Design Guidelines.

Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer

Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data.

João Roberto Bertini Junior, Mei Abe Funcia, Antonio Alberto S. Santos, Denis J. Schiozer

Proceedings of the International Joint Conference on Neural Networks, 2019

A Design Process Integrating Human-Data Interaction Guidelines and Semio-Participatory Design.

Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer

Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

Design Process for Human-Data Interaction: Combining Guidelines with Semio-participatory Techniques.

Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto S. Santos, Denis J. Schiozer

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Participatory Design of System Messages in Petroleum Fields Management Software.

Pedro Alan T. Ramos, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer

Proceedings of the Human-Computer Interaction. Design Practice in Contemporary Societies, 2019

2018

Search Operators for Genetic Algorithms Applied to Well Positioning in Oil Fields.

Romulo M. S. Souza, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2016

Selection of Representative Models for Decision Analysis Under Uncertainty.

Luis A. A. Meira, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer

Comput. Geosci., 2016

2006

Finite Elements on Dyadic Grids with Applications.

Cláudio G. S. Cardoso, Maria Cristina Cunha, Anamaria Gomide, Denis J. Schiozer, Jorge Stolfi

Math. Comput. Simul., 2006