Alberto Ferreira De Souza
Alberto Ferreira De Souza
Professor of Computer Science, Universidade Federal do Espírito Santo, Brazil
Verified email at - Homepage
Cited by
Cited by
Facial expression recognition with convolutional neural networks: coping with few data and the training sample order
AT Lopes, E de Aguiar, AF De Souza, T Oliveira-Santos
Pattern Recognition 61, 610-628, 2017
Prediction-based portfolio optimization model using neural networks
FD Freitas, AF De Souza, AR de Almeida
Neurocomputing 72 (10-12), 2155-2170, 2009
A dataset for improved rgbd-based object detection and pose estimation for warehouse pick-and-place
C Rennie, R Shome, KE Bekris, AF De Souza
IEEE Robotics and Automation Letters 1 (2), 1179-1185, 2016
Self-driving cars: A survey
C Badue, R Guidolini, RV Carneiro, P Azevedo, VB Cardoso, A Forechi, ...
Expert Systems with Applications, 113816, 2020
Large-scale mapping in complex field scenarios using an autonomous car
F Mutz, LP Veronese, T Oliveira-Santos, E De Aguiar, FAA Cheein, ...
Expert Systems with Applications 46, 439-462, 2016
Automated multi-label text categorization with VG-RAM weightless neural networks
AF De Souza, F Pedroni, E Oliveira, PM Ciarelli, WF Henrique, ...
Neurocomputing 72 (10-12), 2209-2217, 2009
Multi-label text categorization using a probabilistic neural network
PM Ciarelli, E Oliveira, C Badue, AF De Souza
International Journal of Computer Information Systems and Industrial …, 2009
Dynamically scheduling VLIW instructions
AF de Souza, P Rounce
Journal of Parallel and Distributed Computing 60 (12), 1480-1511, 2000
Copycat cnn: Stealing knowledge by persuading confession with random non-labeled data
JR Correia-Silva, RF Berriel, C Badue, AF de Souza, T Oliveira-Santos
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach
RF Berriel, FS Rossi, AF de Souza, T Oliveira-Santos
Computers & Graphics 68, 32-42, 2017
A Model-Predictive Motion Planner for the IARA autonomous car
V Cardoso, J Oliveira, T Teixeira, C Badue, F Mutz, T Oliveira-Santos, ...
2017 IEEE International Conference on Robotics and Automation (ICRA), 225-230, 2017
A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments
L de Paula Veronese, J Guivant, FAA Cheein, T Oliveira-Santos, F Mutz, ...
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
Deep learning-based large-scale automatic satellite crosswalk classification
RF Berriel, AT Lopes, AF De Souza, T Oliveira-Santos
IEEE Geoscience and Remote Sensing Letters 14 (9), 1513-1517, 2017
Intelligent text categorization and clustering
FMG França, AF De Souza
Springer Science & Business Media, 2008
Ego-lane analysis system (elas): Dataset and algorithms
RF Berriel, E de Aguiar, AF De Souza, T Oliveira-Santos
Image and Vision Computing 68, 64-75, 2017
Driving non-functional requirements to use cases and scenarios
LM Cysneiros, J Leite
XV Brazilian Symposium on Software Engineering, 7-20, 2001
A simple yet effective obstacle avoider for the IARA autonomous car
R Guidolini, C Badue, M Berger, L de Paula Veronese, AF De Souza
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
Re-emission and satellite aerial maps applied to vehicle localization on urban environments
L de Paula Veronese, E de Aguiar, RC Nascimento, J Guivant, ...
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
Face recognition with VG-RAM weightless neural networks
AF De Souza, C Badue, F Pedroni, E Oliveira, SS Dias, H Oliveira, ...
International Conference on Artificial Neural Networks, 951-960, 2008
A Comparison between a KNN Based Approach and a PNN Algorithm for a Multi-label Classification Problem
E Oliveira, PM Ciarelli, C Badue, AF De Souza
2008 Eighth International Conference on Intelligent Systems Design and …, 2008
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