Leandro A. Passos

Exudate detection in fundus images using deeply-learnable features

Parham Khojasteh, Leandro A. Passos, Tiago Carvalho et al. · Computers in Biology and Medicine · 2018 · 145 citations · Full text

Unsupervised non-technical losses identification through optimum-path forest

Leandro A. Passos, Caio C. O. Ramos, Douglas Rodrigues et al. · Electric Power Systems Research · 2016 · 108 citations · Full text

Engineering, Machine Learning, Data Science +8

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

R. Souza, Daniel S. da Silva, Leandro A. Passos et al. · Computers in Biology and Medicine · 2021 · 46 citations · Full text

Fuzzy Logic, Engineering, Machine Learning +12

Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks

Luis A. de Souza, Leandro A. Passos, Robert Mendel et al. · Computers in Biology and Medicine · 2020 · 44 citations · Full text

Data Augmentation, Convolutional Neural Network, Image Analysis +15

Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering

Raniere Rocha Guimaraes, Leandro A. Passos, Raimir Holanda Filho et al. · IEEE Network · 2018 · 42 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20