Saulo Moraes Villela

Residential energy consumption forecasting using deep learning models

Paulo Vitor Barbosa Ramos, Saulo Moraes Villela, Walquíria N. Silva et al. · Applied Energy · 2023 · 46 citations

Energy Consumption, Engineering, Data Science +5

Analyzing Transaction Confirmation in Ethereum Using Machine Learning Techniques

Vinícius Cunha Oliveira, Júlia Almeida Valadares, Jose Eduardo A. Sousa et al. · ACM SIGMETRICS Performance Evaluation Review · 2021 · 19 citations

Fraud Detection, Engineering, Machine Learning +22

Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms

André de Souza Brito, Marcelo Bernardes Vieira, Saulo Moraes Villela et al. · Journal of Visual Communication and Image Representation · 2021 · 18 citations

Dance, Machine Learning, Image Analysis +13

Fighting Under-price DoS Attack in Ethereum with Machine Learning Techniques

Jose Eduardo A. Sousa, Vinícius Cunha Oliveira, Júlia Almeida Valadares et al. · ACM SIGMETRICS Performance Evaluation Review · 2021 · 17 citations

Fraud Detection, Engineering, Machine Learning +23

Incremental p -margin algorithm for classification with arbitrary norm

Saulo Moraes Villela, Saul C. Leite, Raul Fonseca Neto · Pattern Recognition · 2016 · 15 citations

Support Vector Machine, Classification Method, Image Analysis +8