Paulo Cavalin

Deep features for breast cancer histopathological image classification

Fábio Alexandre Spanhol, Luiz S. Oliveira, Paulo Cavalin et al. · 2017 · 320 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +21

Forest Species Recognition Using Deep Convolutional Neural Networks

Luiz G. Hafemann, Luiz S. Oliveira, Paulo Cavalin · 2014 · 134 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Dynamic selection approaches for multiple classifier systems

Paulo Cavalin, Robert Sabourin, Ching Y. Suen · Neural Computing and Applications · 2011 · 105 citations

Engineering, Machine Learning, Data Mining +8

LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs

Paulo Cavalin, Robert Sabourin, Ching Y. Suen · Pattern Recognition · 2012 · 45 citations

Artificial Intelligence, Incremental Learning, Engineering +15

Transfer learning between texture classification tasks using Convolutional Neural Networks

Luiz G. Hafemann, Luiz S. Oliveira, Paulo Cavalin et al. · 2015 · 36 citations

Local Binary Patterns, Image Classification, Image Analysis +15