Publications

Academic Projects


Sell More – Sales Enhancement System for Retail Stores

Published in Pontifical Catholic University of Campinas (PUC-Campinas), 2022

Undergraduate project that developed ‘Venda Mais (Sell More)’, a system to enhance retail clothing store sales using facial recognition, decision tree algorithms, and customer–salesperson matchmaking, achieving promising results in store performance.

Citation: ARAUJO, M. P. (2022). "Venda Mais – Sistema de Aprimoramento de Vendas em Lojas." Pontifical Catholic University of Campinas (PUC-Campinas).
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Offensive Language Detection in Social Media Using Machine Learning Algorithms

Published in Pontifical Catholic University of Campinas (PUC-Campinas), 2020

This work presents an approach for detecting offensive language in social media content using machine learning algorithms. The study explores various models, feature extraction techniques, and evaluation metrics to improve classification accuracy.

Citation: ARAUJO, M. P; ADÁN COELLO, J. M. (2020). "Identificação de linguagem ofensiva em mídias sociais utilizando algoritmos de aprendizado de máquina." Pontifical Catholic University of Campinas (PUC-Campinas).
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