Renato William R. de Souza

According to our database, Renato William R. de Souza authored at least 6 papers between 2018 and 2024.

Collaborative distances:

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

2024

Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information.

Elias P. Medeiros, Marcos Roberto Machado, Emannuel Diego G. de Freitas, Daniel Santos da Silva, Renato William R. de Souza

Expert Syst. Appl., March, 2024

Green AI in the finance industry: Exploring the impact of feature engineering on the accuracy and computational time of Machine Learning models.

Marcos Roberto Machado, Amin Asadi, Renato William R. de Souza, Wallace C. Ugulino

Appl. Soft Comput., 2024

2023

Intelligent IoT security monitoring based on fuzzy optimum-path forest classifier.

Yongzhao Xu, Renato William R. de Souza, Elias P. Medeiros, Neha Jain, Lijuan Zhang, Leandro A. Passos, Victor Hugo C. de Albuquerque

Soft Comput., April, 2023

2021

Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines.

Renato William R. de Souza, Daniel Santos da Silva, Leandro A. Passos, Mateus Roder, Marcos C. S. Santana, Plácido Rogério Pinheiro, Victor Hugo C. de Albuquerque

Comput. Biol. Medicine, 2021

2020

A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic.

Renato William R. de Souza, João Vitor Chaves de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque

IEEE Trans. Fuzzy Syst., 2020

2018

Deploying wireless sensor networks-based smart grid for smart meters monitoring and control.

Renato William R. de Souza, Leonardo R. Moreira, Joel J. P. C. Rodrigues, Rafael R. Moreira, Victor Hugo C. de Albuquerque

Int. J. Commun. Syst., 2018