Marília Barandas

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

Interpretable heartbeat classification using local model-agnostic explanations on ECGs

Inês Neves, Duarte Folgado, Sara Santos et al. · Computers in Biology and Medicine · 2021 · 101 citations · Full text

Electrophysiological Evaluation, Engineering, Machine Learning +8

Time Alignment Measurement for Time Series

Duarte Folgado, Marília Barandas, Ricardo Matias et al. · Pattern Recognition · 2018 · 91 citations · Full text

Rams, hounds and white boxes: Investigating human–AI collaboration protocols in medical diagnosis

Federico Cabitza, Andrea Campagner, Luca Ronzio et al. · Artificial Intelligence in Medicine · 2023 · 85 citations · Full text

Artificial Intelligence, Human-ai Collaboration Protocols, Engineering +18

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram

Marília Barandas, Lorenzo Famiglini, Andrea Campagner et al. · Information Fusion · 2023 · 34 citations · Full text