Alberto F. De Souza

Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order

André T. Lopes, Edilson de Aguiar, Alberto F. De Souza et al. · Pattern Recognition · 2016 · 790 citations

Face Detection, Training Sample Order, Engineering +13

A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place

Colin Rennie, Rahul Shome, Kostas E. Bekris et al. · IEEE Robotics and Automation Letters · 2016 · 182 citations

Engineering, 3D Pose Estimation, Field Robotics +19

Prediction-based portfolio optimization model using neural networks

Fábio Daros Freitas, Alberto F. De Souza, Ailson Rosetti de Almeida · Neurocomputing · 2009 · 168 citations

Portfolio Optimization, Asset Pricing, Portfolio Selection +7

Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data

Jacson Rodrigues Correia-Silva, Rodrigo F. Berriel, Claudine Badué et al. · 2018 · 151 citations · Full text

Large-scale mapping in complex field scenarios using an autonomous car

Filipe Mutz, Lucas P. Veronese, Thiago Oliveira-Santos et al. · Expert Systems with Applications · 2015 · 85 citations · Full text

Automatic Navigation, Cartography, Engineering +11