Automated multi-label text categorization with VG-RAM weightless neural networks

AF De Souza, F Pedroni, E Oliveira, PM Ciarelli… - Neurocomputing, 2009 - Elsevier
In automated multi-label text categorization, an automatic categorization system should
output a label set, whose size is unknown a priori, for each document under analysis. Many …

Automated free text classification of economic activities using vg-ram weightless neural networks

AF De Souza, F Pedroni, E Oliveira… - … Systems Design and …, 2007 - ieeexplore.ieee.org
We tackle the problem of automating the categorization of companies according to their
economic activities using business descriptions in free text format as input. This …

Multi-label text categorization using VG-RAM weightless neural networks

C Badue, F Pedroni… - 2008 10th Brazilian …, 2008 - ieeexplore.ieee.org
In automated multi-label text categorization, an automatic categorization system should
output a category set, whose size is unknown a priori, for each document under analysis …

[PDF][PDF] Intelligent classification of economic activities from free text descriptions

E Oliveira, PM Ciarelli, WF Henrique… - V Workshop em …, 2007 - lcad.inf.ufes.br
We tackle the problem of automating the categorization of economic activities from business
descriptions in free text format. This kind of information is vital to fundamental aspects of …

Vg-ram wnn approach to monocular depth perception

HP Filho, AF De Souza - … , ICONIP 2010, Sydney, Australia, November 22 …, 2010 - Springer
Abstract We have examined Virtual Generalizing Random Access Memory Weightless
Neural Networks (VG-RAM WNN) as platform for depth map inference from static monocular …

[PDF][PDF] HONORS, SCHOLARSHIPS AND AWARDS

F AWARDS - inf.ufes.br
RESUME Dr. Alberto Ferreira De Souza is an Associate Professor of Computer Science and
Coordinator of the Laboratório de Computação de Alto Desempenho (LCAD–High …