Gallery — International Languages

پایان نامه دانشگاه صنعتی امیرکبیر Thesis template for Amir Kabir University of Technology

Este modelo de projeto de pesquisa foi modificado/adaptado (por mim, Keli F. Seidel) a partir de um modelo pré-existente "Template Projeto de pesquisa FACEPE-PIBIC"

Template para a escrita de dissertação de MSI ou relatório de projeto de EI da ESTiG.

Criado a partir da classe abntex2, desenvolvida pelo Centro de Pesquisa em Arquitetura da Informação (CPAI)

PLANO DE PESQUISA INDIVIDUAL Criado a partir da classe abntex2, desenvolvida pelo Centro de Pesquisa em Arquitetura da Informação (CPAI)

In most corruption scandals, the use of front companies for money laundering is almost ubiquitous. This work proposes to apply image classification to detect such organizations, through the use of Convolutional Neural Networks (CNN), namely the AlexNet architecture. The images are obtained by address search in Google Street View API, and the resulting classification will be further used along with other features to detect front com- panies in order to help the auditors from the Ministry of Transparency and Office of the Comptroller General (CGU, in Portuguese). To this moment, we applied classification to almost 15 thousand suppliers scenes with active contracts with the Brazilian Government until September 2016, obtained through data matching between the Government Purchases database and the Brazilian Federal Revenue Office database (more recent scenes should be added as this work progresses). Preliminary results with a pre-trained AlexNet CNN show the need for developing new scene classes more suited to the Brazilian context. In order to do this, we propose to apply clustering algorithms in features extracted from the last fully-connected layer of this net. The classes obtained will be used to fine-tune the AlexNet CNN for future classification, through the use of training from scratch or fine tuning techniques.

Un modèle de présentation sur le thème graphique de l'Université de Lorraine; à adapter selon les besoins.

Modelo de Trabalho Acadêmico da FEA-RP em conformidade com a ABNT NBR 14724:2011 e Diretrizes para Confecção de Teses e Dissertações da USP

Template criado a paritr da classe ABNT para uso das monografias de conclusão de curso Maiores informações: Alexandre do Nascimento Silva asilva5@area1.edu.br Lázaro Silva lazaro.silva@ifba.edu.br