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 · 798 citations

Computing, Computer Science, Computer Vision +15

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 · 185 citations

Computing, Computer Science, Robotics Engineering +17

Prediction-based portfolio optimization model using neural networks

Fábio Daros Freitas, Alberto F. De Souza, Ailson Rosetti de Almeida · Neurocomputing · 2009 · 171 citations

Business, Finance, Financial Management +14

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

Jacson Rodrigues Correia-Silva, Rodrigo F. Berriel, Claudine Badué et al. · 2018 · 154 citations · Full text

Computing, Computer Science, Cybersecurity +16

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 · 86 citations · Full text

Computing, Autonomous Systems, Robotics Engineering +16