Academic
contributions

@Uma mulher digitando em um notebook.

The Research

Publications

Papers

2025
SUSAN: A deep learning-based architecture for violence detection against women in surveillance videos
João Pedro F. Andrade, Tapas Si, Ana Paula Cavalcanti, André C.A. Nascimento & Péricles B.C. Miranda
2023
Federated Learning and Mel-Spectrograms for Physical Violence Detection in Audio
Victor E. de S. Silva, Tiago B. Lacerda, Péricles B.C. Miranda, André C.A. Nascimento, Amerson Riley Cabral Chagas & Ana Paula C. Furtado
2022
MLOps: Practices, Maturity Models, Roles, Tools, and Challenges? A Systematic Literature Review
Anderson Lima, Luciano Monteiro & Ana Paula C. Furtado
Federated Learning for Physical Violence Detection in Videos
Victor E. De S. Silva, Tiago B. Lacerda, Péricles B.C. Miranda, André C.A. Nascimento & Ana Paula C. Furtado
2021
Agile Development Practices Applied to Software Startups: A Systematic Mapping Review
Paulo Cesar Abrantes & Ana Paula C. Furtado
Deep Learning and Mel-spectrograms for Physica Violence Detection in Audio
Tiago B. Lacerda, Péricles B.C. Miranda, André C.A. Nascimento & Ana Paula C. Furtado
2020
OggyBug: A Test Automation Tool in Chatbots
Márcio B. dos Santos, Ana Paula C. Cavalcanti, Sidney C. Nogueira & Diogo D. Moreira
Testing acoustic scene classifiers using Metamorphic Relations
Diogo D. Moreira, Ana Paula C. Cavalcanti & Sidney C. Nogueira
2019
An acoustic scene classification approach involving domestic violence using machine learning
Helton Souto, Rafael Mello & Ana Paula C. Furtado

Theses

2025
MISO-BR: Corpus for Misogyny Detection in Portuguese
Fábio Augusto de Sousa Passos
2022
Application of Federated Learning for Physical Violence Detection in Images Extracted from Audio and Video Using CNN Architectures
Victor Eduardo de Sousa Silva
2021
Identification and Mitigation of Fairness Bias in Systems that Use Supervised Machine Learning for Decision-Making
Silvandro Pereira Pedrozo
2020
Classification of Types of Domestic Violence Using Machine Learning
Lincon Ademir Pereira da Silva
WHITERIBBOT: a predictive analytics model for domestic violence recidivism using machine learning to support decision-making
Alfeu Buriti Pereira Júnior
Application of Deep Learning in Identifying Violence Against Women in Videos - A Proposed CNN-based Framework for Identifying Physical Assaults Against Women
Petrônio de Barros Mesquita