Renato William R. de Souza

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Disease Diagnosis

Nearest Neighbor Classifier

Supervised Pattern Recognition

Restricted Boltzmann Machine

Top Venues

IEEE Trans. Fuzzy Syst.

Comput. Biol. Medicine

Publications

Elias P. Medeiros, Marcos Roberto Machado, Emannuel Diego G. de Freitas, Daniel Santos da Silva, Renato William R. de Souza
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information. Expert Syst. Appl. 238 (Part B) (2024)
Yongzhao Xu, Renato William R. de Souza, Elias P. Medeiros, Neha Jain, Lijuan Zhang, Leandro A. Passos, Victor Hugo C. de Albuquerque
Intelligent IoT security monitoring based on fuzzy optimum-path forest classifier. Soft Comput. 27 (7) (2023)
Renato William R. de Souza, João Vitor Chaves de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic. CoRR (2022)
Renato William R. de Souza, Daniel S. Silva, Leandro A. Passos, Mateus Roder, Marcos C. S. Santana, Plácido Rogério Pinheiro, Victor Hugo C. de Albuquerque
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines. Comput. Biol. Medicine 131 (2021)
Renato William R. de Souza, João Vitor Chaves de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic. IEEE Trans. Fuzzy Syst. 28 (12) (2020)
Renato William R. de Souza, Leonardo R. Moreira, Joel J. P. C. Rodrigues, Rafael R. Moreira, Victor Hugo C. de Albuquerque
Deploying wireless sensor networks-based smart grid for smart meters monitoring and control. Int. J. Commun. Syst. 31 (10) (2018)