Paulo Cavalin

Deep features for breast cancer histopathological image classification

Fábio Alexandre Spanhol, Luiz S. Oliveira, Paulo Cavalin et al. · 2017 · 322 citations

Computing, Computer Science, Oncology +17

Forest Species Recognition Using Deep Convolutional Neural Networks

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

Computing, Computer Science, Forestry +17

Dynamic selection approaches for multiple classifier systems

Paulo Cavalin, Robert Sabourin, Ching Y. Suen · Neural Computing and Applications · 2011 · 107 citations

Computing, Computer Science, Data Science +14

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

Computing, Computer Science, Machine Learning +11

Transfer learning between texture classification tasks using Convolutional Neural Networks

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

Computing, Computer Science, Computer Vision +16