Tiago Palma Pagano

According to our database, Tiago Palma Pagano authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Correlation-based methods for representative fairness metric selection: An empirical study on efficiency and caveats in model evaluation.

Rafael Bessa Loureiro, Tiago Palma Pagano, Fernanda Vitoria Nascimento Lisboa, Lian Filipe Santana Nascimento, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento

Expert Syst. Appl., 2025

2023

Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods.

Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Gustavo Oliveira Ramos Cruz, Maira Matos Araujo, Lucas Lisboa dos Santos, Marco Cruz, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento

Big Data Cogn. Comput., March, 2023

Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach.

Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Gustavo Oliveira Ramos Cruz, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento

Big Data Cogn. Comput., March, 2023

2022

Remote Heart Rate Prediction in Virtual Reality Head-Mounted Displays Using Machine Learning Techniques.

Tiago Palma Pagano, Lucas Lisboa dos Santos, Victor Rocha Santos, Paulo Henrique Miranda Sá, Yasmin da Silva Bonfim, José Vinícius Dantas Paranhos, Lucas Lemos Ortega, Lian Filipe Santana Nascimento, Alexandre Santos, Maikel Maciel Rönnau, Ingrid Winkler, Erick Giovani Sperandio Nascimento

Sensors, 2022

Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature.

Tiago Palma Pagano, Lucas Lemos Ortega, Victor Rocha Santos, Yasmin da Silva Bonfim, José Vinícius Dantas Paranhos, Paulo Henrique Miranda Sá, Lian Filipe Santana Nascimento, Ingrid Winkler, Erick Giovani Sperandio Nascimento

CoRR, 2022

Bias and unfairness in machine learning models: a systematic literature review.

Tiago Palma Pagano, Rafael Bessa Loureiro, Maira Matos Araujo, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Lucas Lisboa dos Santos, Gustavo Oliveira Ramos Cruz, Ewerton Lopes Silva de Oliveira, Marco Cruz, Ingrid Winkler, Erick Giovani Sperandio Nascimento

CoRR, 2022