Gallery — Project / Lab Report

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

This is a template for the report of Final Year Project (FYP) for the courses offered at the Universiti Teknology MARA (UiTM) Kelantan and also might be useful for other universities. This template was modified from the MMU Thesis template by LianTze Lim.

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.

AME Fall '17 Senior Design

Modelo enxuto de projeto de TC1 para o curso de Licenciatura em Informática UTFPR-FB com gerador em PDF/A-3b

Relatório de estágio desenvolvido para a obtenção do título de Bacharel em Ciência da Computação no Instituto de Computação na Universidade Federal de Mato Grosso.

informe de investigacion

PROJETO DE PESQUISA INDIVIDUAL Modelo para elaboração de Projeto de Pesquisa Individual do INOVA Instituto de Ciência, Tecnologia e Inovação

Exemplo de utilização do modelo utfprtex para produção de Propostas de TCC para o curso de Engenharia Elétrica da UTFPR campus Pato Branco. por Miguel Moreto, 2011 adaptado ao Overleaf por Lael N. Santos, 2017 Use por sua conta e risco.