Hélder Armando Gonçalves Pinto

FCUP

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2026

Estimating the mutual information rate of short time series from coupled dynamic systems

Communications in Nonlinear Science and Numerical Simulation | 2026 | article

C Barà

I Lazic

L Faes

R Pernice

Y Antonacci

2025

Decomposing the Mutual Information Rate of Physiological Time Series to Assess Higher Order Cardiovascular and Respiratory Interactions During Postural Stress

Springer Proceedings in Mathematics & Statistics - Mathematical Approaches to Challenges in Biology and Biomedicine | 2025 | incollection

AP Rocha

L Faes

M Javorka

Y Antonacci

2025

Exploring the Mutual Information Rate Decomposition in Situations of Pathological Stress

Springer Proceedings in Mathematics and Statistics | 2025 | inproceedings
2025

Information-Theoretic Sequential Framework to Elicit Dynamic High-Order Interactions in High-Dimensional Network Processes

Mathematics | 2025 | article

G Mijatovic

L Faes

L Sparacino

S Stramaglia

Y Antonacci

2024

Assessing Redundancy and Synergy in Brain-Heart Interactions: a Conditioning Approach

2024 13th Conference of the European Study Group on Cardiovascular Oscillations: Physiologically-Guided Signal Processing of Cardiovascular and Cerebrovascular Oscillations, ESGCO 2024 | 2024 | inproceedings

L Faes

R Vergara

Y Antonacci

2024

Autonomic Stress in Plateau Waves of Intracranial Pressure: Spectral Mutual Information Rate Analysis

2024 Ieee 22nd Mediterranean Electrotechnical Conference, Melecon 2024 | 2024 | inproceedings
2024

Decomposing the transfer entropy to assess higher order effects in Cardiovascular Interactions∗

2024 13th Conference of the European Study Group on Cardiovascular Oscillations: Physiologically-Guided Signal Processing of Cardiovascular and Cerebrovascular Oscillations, ESGCO 2024 | 2024 | inproceedings

L Faes

M Javorka

S Stramaglia

Y Antonacci

2024

Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis

Frontiers in Network Physiology | 2024 | article

C Barà

D Gu

I Lazic

L Faes

R Pernice

Y Antonacci

2023

Assessing Information Transfer and Modification in Plateau Waves of Intracranial Pressure

2023 Ieee 7th Portuguese Meeting on Bioengineering, Enbeng | 2023 | inproceedings
2023

Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions

2023 45th Annual International Conference of the Ieee Engineering in Medicine & Biology Society, Embc | 2023 | inproceedings

C Barà

L Faes

M Javorka

R Pernice

Y Antonacci

2022

Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control

Physiological Measurement | 2022 | article

L Faes

M Javorka

ME Silva

R Pernice

2021

Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations

2021 43rd Annual International Conference of the Ieee Engineering in Medicine & Biology Society (embc) | 2021 | inproceedings

C Amado

L Faes

M Javorka

ME Silva

R Pernice

2021

Assessing Transfer Entropy in cardiovascular and respiratory time series: a VARFI approach

Proceedings of Entropy 2021: the Scientific Tool of the 21st Century | 2021 | inproceedings

C Amado

L Faes

M Javorka

ME Silva

R Pernice