Sónia Gouveia

18 papers C 1Misc 2Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A two-step sequential approach for hyperparameter selection in finite context models.
CoRR
José Contente, Ana Martins, Armando J. Pinho, Sónia Gouveia
2026 J jnl
Fast and Interpretable Autoregressive Estimation with Neural Network Backpropagation.
CoRR
Anaísa Lucena, Ana Martins, Armando J. Pinho, Sónia Gouveia
2026 J jnl
Random multiplication versus random sum: Autoregressive-like models with integer-valued random inputs.
Comput. Stat. Data Anal.
Abdelhakim Aknouche, Sónia Gouveia, Manuel G. Scotto
2026 J jnl
Revisiting OmniAnomaly for Anomaly Detection: performance metrics and comparison with PCA-based models.
CoRR
Bruna Alves, Ana Martins, Armando J. Pinho, Sónia Gouveia
2026 J jnl
Unified Taxonomy for Multivariate Time Series Anomaly Detection using Deep Learning.
CoRR
Bruna Alves, Armando J. Pinho, Sónia Gouveia
2025 — conf
On the Correction of GFS Wind Speed Forecasts in Portugal Using LSTM Networks.
IbPRIA (2)
Vasco Gomes, David Carvalho, Sónia Gouveia
2025 — conf
Statistical Downscaling of Wind Speed in the Iberian Peninsula Using Machine Learning.
IbPRIA (2)
João Vieitas, José Contente, David Carvalho, Sónia Gouveia
2025 — conf
Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection.
IbPRIA (2)
Bruna Alves, Armando J. Pinho, Sónia Gouveia
2023 Misc conf
Clustering ECG Time Series for the Quantification of Physiological Reactions to Emotional Stimuli.
IbPRIA
Beatriz Henriques, Susana Brás, Sónia Gouveia
2023 C conf
Mortality Prediction via Logistic Regression in Intensive Care Unit Patients with Pneumonia.
CIARP
Nuno Pedrosa, Sónia Gouveia
2022 Misc conf
Dynamic PCA Based Statistical Monitoring of Air Pollutant Concentrations in Wildfire Scenarios.
IbPRIA
Tobias Osswald, Ana Patrícia Fernandes, Ana I. Miranda, Sónia Gouveia
2016 — conf
Fuzzy Logic SBP and RR Modelling Evaluated under Parasympathetic Blockade.
CinC
Sónia Gouveia, Andreia O. Pinheiro, Susana Brás, Luciana Aparecida Campos
2015 — conf
On Modelling RR Tails in Heart Rate Variability Studies: An Extreme Value Analysis.
CinC
Sónia Gouveia, Manuel G. Scotto
2012 — conf
Exploring the use of Fuzzy Logic models to describe the relation between SBP and RR values.
EMBC
Sónia Gouveia, Susana Brás
2011 — conf
EMG contributes to improve Cerebral State Index modeling in dogs anesthesia.
EMBC
Susana Brás, David A. Ferreira, Luís M. Antunes, Lenio Ribeiro, Catarina S. Nunes, Sónia Gouveia
2011 — conf
Factors influencing differences between invasive and spontaneous baroreflex estimates: Distinct methods or different data?
EMBC
Sónia Gouveia, Ana Paula Rocha, Philippe van de Borne, Pablo Laguna
2009 J jnl
Time domain baroreflex sensitivity assessment by joint analysis of spontaneous SBP and RR series.
Biomed. Signal Process. Control.
Sónia Gouveia, Ana Paula Rocha, Pablo Laguna, Pedro Lago
2006 J jnl
QT variability and HRV interactions in ECG: quantification and reliability.
IEEE Trans. Biomed. Eng.
Rute Almeida, Sónia Gouveia, Ana Paula Rocha, Esther Pueyo, Juan Pablo Martínez, Pablo Laguna