Mariana Abreu

TSFEL: Time Series Feature Extraction Library

Marília Barandas, Duarte Folgado, Letícia Fernandes et al. · SoftwareX · 2020 · 474 citations · Full text

Engineering, Machine Learning, Data Science +14

Predictive model based on artificial neural network for assessing beef cattle thermal stress using weather and physiological variables

Rafael Vieira de Sousa, Alex Vinicius da Silva Rodrigues, Mariana Abreu et al. · Computers and Electronics in Agriculture · 2017 · 44 citations

Predictive Model, Engineering, Animal Science +6

Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning

Larissa Montenegro, Mariana Abreu, Ana Fred et al. · Applied Sciences · 2022 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Pre‐injury performance is most important for predicting the level of match participation after Achilles tendon ruptures in elite soccer players: a study using a machine learning classifier

Pedro Diniz, Mariana Abreu, Diogo Lacerda et al. · Knee Surgery Sports Traumatology Arthroscopy · 2022 · 18 citations · Full text

A novel approach to automatic seizure detection using computer vision and independent component analysis

Vicente M. Garção, Mariana Abreu, Ana Rita Peralta et al. · Epilepsia · 2023 · 15 citations