Edson S. Gomi

According to our database, Edson S. Gomi authored at least 21 papers between 2003 and 2026.

Collaborative distances:

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

2026

Embracing data irregularities in multivariate time series.

Marcel R. de Barros, Lucas P. Fontenele, Mariana S. Silva, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson S. Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa

Appl. Soft Comput., 2026

2025

Pdarts: projected differentiable architecture search for seismic inversion.

Lucas C. Souza, Carlos G. C. Junior, Ricardo Cerri, Edson S. Gomi, Bruno S. Carmo, Hermes Senger, Murilo Naldi

Mach. Learn., November, 2025

Improving current forecast by Leveraging Measured Data and numerical models via LiESNs.

Felipe M. Moreno, Marcel R. de Barros, Artur Jordão, Marlon S. Mathias, Marcelo Dottori, Anna Helena Reali Costa, Edson S. Gomi, Fábio G. Cozman, Eduardo Aoun Tannuri

Environ. Model. Softw., 2025

Twinscie-Prov: Gerenciando a Proveniência sobre o Ciclo-de-vida de ML no Sistema Twinscie.

Júlia Neumann Bastos, Fábio Porto, Fábio Levy Siqueira, Edson S. Gomi, Ismael Santos, Rodrigo A. Barreira, Isabela Guimarães Siqueira, Eduardo S. Ogasawara

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Fuzzy-Based Ensemble Method for Robust Concept Drift Detection in Multivariate Time Series.

Lucas Giusti Tavares, Janio Lima, Matheus Melo, Chao Chen, Jon Garibaldi, Gabriel dos Santos Scatena, Anna Helena Reali Costa, Edson Satoshi Gomi, Rebecca Salles, Esther Pacitti, Ismael H. F. dos Santos, Isabela Guimarães Siqueira, Diego Carvalho, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara

Proceedings of the International Joint Conference on Neural Networks, 2025

Interpolation of Multivariate Time Series with Nearly-Symmetric Time Translations.

Bernardo Teixeira, Marcel R. de Barros, Edson S. Gomi, Eduardo Aoun Tannuri, Fábio Levy Siqueira, Anna Helena Reali Costa

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring.

Vinicius Kreischer de Almeida, Douglas Ericson Marcelino de Oliveira, Claudio Daniel Tenorio de Barros, Gabriel dos Santos Scatena, Asdrubal N. Queiroz Filho, Fábio Levy Siqueira, Anna Helena Reali Costa, Edson Satoshi Gomi, Leonardo A. F. Mendoza, Evelyn Conceição Santos Batista, Cristian E. Muñoz, Isabela Guimarães Siqueira, Rodrigo A. Barreira, Ismael H. F. dos Santos, Carlos Cardoso, Eduardo S. Ogasawara, Fábio Porto

Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing.

Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, José Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordão, Edson S. Gomi, Fábio G. Cozman, Marcelo Dottori, Anna Helena Reali Costa

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.

Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori

CoRR, 2023

Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks.

Marcel Rodrigues de Barros, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

A Physics-Informed Neural Network to Model Port Channels.

Marlon S. Mathias, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio G. Cozman, Anna H. R. Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori

CoRR, 2022

Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests.

Felipe M. Moreno, Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Marlon S. Mathias, Luiz A. Schiaveto Neto, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri

CoRR, 2022

Modeling Oceanic Variables with Dynamic Graph Neural Networks.

Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri

CoRR, 2022

simwave - A Finite Difference Simulator for Acoustic Waves Propagation.

Jaime Freire de Souza, João Baptista Dias Moreira, Keith Jared Roberts, Roussian di Ramos Alves Gaioso, Edson Satoshi Gomi, Emílio Carlos Nelli Silva, Hermes Senger

CoRR, 2022

Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads.

Lucas P. Cotrim, Rodrigo A. Barreira, Ismael H. F. dos Santos, Edson S. Gomi, Anna Helena Reali Costa, Eduardo Aoun Tannuri

IEEE Access, 2022

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.

Marlon S. Mathias, Wesley P. de Almeida, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio G. Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Using Neural Network Approaches to Detect Mooring Line Failure.

Amir Muhammed Saad, Florian Schopp, Rodrigo A. Barreira, Ismael H. F. dos Santos, Eduardo Aoun Tannuri, Edson S. Gomi, Anna H. R. Costa

IEEE Access, 2021

2019

Performance of Devito on HPC-Optimised ARM Processors.

Hermes Senger, Jaime F. de Souza, Edson Satoshi Gomi, Fabio Luporini, Gerard J. Gorman

CoRR, 2019

2012

Model Transformation for Frameworks Using Logical Planning.

Guilherme A. Marchetti, Edson S. Gomi

Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

2007

A Method for Semi-automatic Creation of Ontologies Based on Texts.

Luiz C. C. Carvalheira, Edson Satoshi Gomi

Proceedings of the Advances in Conceptual Modeling - Foundations and Applications, 2007

2003

Java Code Generator Using UML and OCL.

Djalma D. Silva, Edson Satoshi Gomi

Proceedings of the International Conference on Software Engineering Research and Practice, 2003