Bias and unfairness in machine learning models: a systematic review on datasets, tools, fairness metrics, and identification and mitigation methods TP Pagano, RB Loureiro, FVN Lisboa, RM Peixoto, GAS Guimarães, ... Big data and cognitive computing 7 (1), 15, 2023 | 74 | 2023 |
Bias and unfairness in machine learning models: a systematic literature review TP Pagano, RB Loureiro, FVN Lisboa, GOR Cruz, RM Peixoto, ... arXiv preprint arXiv:2202.08176, 2022 | 25 | 2022 |
Machine learning models and videos of facial regions for estimating heart rate: a review on patents, datasets, and literature TP Pagano, VR Santos, YS Bonfim, JVD Paranhos, LL Ortega, PHM Sa, ... Electronics 11 (9), 1473, 2022 | 10 | 2022 |
Remote heart rate prediction in virtual reality head-mounted displays using machine learning techniques TP Pagano, LL Dos Santos, VR Santos, PHM Sá, YS Bonfim, ... Sensors 22 (23), 9486, 2022 | 8 | 2022 |
Context-based patterns in machine learning bias and fairness metrics: A sensitive attributes-based approach TP Pagano, RB Loureiro, FVN Lisboa, GOR Cruz, RM Peixoto, ... Big data and cognitive computing 7 (1), 27, 2023 | 6 | 2023 |
GA d. S. Guimaraes TP Pagano, RB Loureiro, FVN Lisboa, GOR Cruz, RM Peixoto arXiv preprint arXiv:2202.08176, 0 | 5 | |
Machine Learning for Object and Action Recognition in Augmented and Mixed Reality: A Literature Review I Chamusca, I Winkler, T Pagano, R Loureiro, A Santos, T Murari Preprints, 2023 | 1 | 2023 |
EFFICIENT DEPLOYMENT OF MACHINE LEARNING MODELS ON MICROCONTROLLERS: A COMPARATIVE STUDY OF QUANTIZATION AND PRUNING STRATEGIES. RB Loureiro, PHM Sá, FV Nascimento, RMP Lisboa, LFS Nascimento, ... Blucher Eng. Proc., 1-15, 2023 | | 2023 |
Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature TP Pagano, LL Ortega, VR Santos, YS Bonfim, JVD Paranhos, PHM Sá, ... arXiv preprint arXiv:2202.08913, 2022 | | 2022 |
Bias and unfairness in machine learning models: a systematic literature review T Palma Pagano, R Bessa Loureiro, F Vitória Nascimento Lisboa, ... arXiv e-prints, arXiv: 2202.08176, 2022 | | 2022 |
Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature T Palma Pagano, L Lemos Ortega, V Rocha Santos, Y da Silva Bonfim, ... arXiv e-prints, arXiv: 2202.08913, 2022 | | 2022 |
IMAGE SEGMENTATION FOR PEOPLE IDENTIFICATION: AN EVALUATION OF UNSUPERVISED TECHNIQUES LL dos Santos, T Pagano, J Vacaro, R Loureiro, N Junior, G da Cunha, ... | | |