Gustavo Matheus de Almeida

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Imbalanced Data

Multi Layered Perceptron

Instance Selection

Top Venues

Eng. Appl. Artif. Intell.

Neural Process. Lett.

Int. J. Simul. Process. Model.

Publications

Mehar Ullah, Daniel Gutierrez-Rojas, Gustavo Matheus de Almeida, Tero Tynjälä
Unified Framework to Select an IoT Platform for PtX Cogeneration Plants. MIPRO (2024)
María E. G. Condori, Lucio F. D. Passos, Hugo C. C. Michel, Gustavo Matheus de Almeida, Marcelo Cardoso
Dynamic mathematical modelling and simulation of a primary oil separation unit. Int. J. Simul. Process. Model. 20 (3) (2023)
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite de Castro, Antônio de Pádua Braga
Cost-Sensitive Learning based on Performance Metric for Imbalanced Data. Neural Process. Lett. 54 (4) (2022)
Daniel Gutierrez-Rojas, Pekka Räsänen, Ana Brandão Belisário, Merim Dzaferagic, Gustavo Matheus de Almeida, Pedro H. J. Nardelli
Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition. IEEE Access 10 (2022)
Hugo D. Rebelo, Lucas A. F. de Oliveira, Gustavo Matheus de Almeida, Cesar Augusto Medina Sotomayor, Vivian S. N. Magalhães, Geraldo L. Rochocz
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems. Knowl. Based Syst. 243 (2022)
Luiz C. B. Torres, Cristiano Leite Castro, Honovan P. Rocha, Gustavo Matheus de Almeida, Antônio P. Braga
Multi-objective neural network model selection with a graph-based large margin approach. Inf. Sci. 599 (2022)
Iara Campolina Dias Duarte, Gustavo Matheus de Almeida, Marcelo Cardoso
Heat-loss cycle prediction in steelmaking plants through artificial neural network. J. Oper. Res. Soc. 73 (2) (2022)
Bruna Vajgel, Pedro Luiz Pizzigatti Corrêa, Thais Tóssoli De Sousa, Rosa Virginia Encinas Quille, John A. R. Bedoya, Gustavo Matheus de Almeida, Lucia Vilela Leite Filgueiras, Vanessa R. S. Demuner, Denis Mollica
Development of Intelligent Robotic Process Automation: A Utility Case Study in Brazil. IEEE Access 9 (2021)
Ramon Santos Correa, Patricia Teixeira Sampaio, Rafael Utsch Braga, Victor Alberto Lambertucci, Gustavo Matheus de Almeida, Antônio de Pádua Braga
Prediction of Mechanical Properties of Seamless Steel Tubes Using Artificial Neural Networks. Int. J. Comput. Intell. Appl. 19 (4) (2020)
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite Castro, Antônio de Pádua Braga
Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function. Neural Process. Lett. 50 (2) (2019)
Alexandre W. C. Faria, Frederico Gualberto F. Coelho, Alisson Marques da Silva, Honovan P. Rocha, Gustavo Matheus de Almeida, André P. Lemos, Antônio P. Braga
MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. Eng. Appl. Artif. Intell. 59 (2017)
R. N. Lima, Gustavo Matheus de Almeida, Antônio P. Braga, Marcelo Cardoso
incorporation in cement clinker. Eng. Appl. Artif. Intell. 54 (2016)
Gustavo Matheus de Almeida, Song Won Park
Fault Detection in Continuous Industrial Chemical Processes: A New Approach Using the Hidden Markov Modeling. Case Study: A Boiler from a Brazilian Cellulose Pulp Mill. IDEAL (2012)
Gustavo Matheus de Almeida, Marcelo Cardoso, Danilo C. Rena, Song Won Park
Graphical Representation of Cause-Effect Relationships among Chemical Process Variables Using a Neural Network Approach. Int. J. Comput. Intell. Appl. 9 (1) (2010)
Gustavo Matheus de Almeida, Marcelo Cardoso, Danilo C. Rena, Song Won Park
Graphical representation of cause-effect relationships among chemical process variables using a neural network approach. IJCNN (2008)