Sebastiano Stramaglia

Orcid: 0000-0002-5873-8564

According to our database1, Sebastiano Stramaglia authored at least 44 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Investigating Dynamic High-Order Interactions in Physiological Networks through Predictive Information Decomposition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes.
IEEE Trans. Signal Process., 2022

Information Dynamics of Electric Field Intensity before and during the COVID-19 Pandemic.
Entropy, 2022

Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance.
CoRR, 2022

Gradients of O-information: low-order descriptors of high-order dependencies.
CoRR, 2022

Disentangling high-order mechanisms and high-order behaviours in complex systems.
CoRR, 2022

Quantifying High-Order Interactions in Complex Physiological Networks: A Frequency-Specific Approach.
Proceedings of the Complex Networks and Their Applications XI, 2022

2021
A Controlled Thermoalgesic Stimulation Device for Exploring Novel Pain Perception Biomarkers.
IEEE J. Biomed. Health Informatics, 2021

Measuring High-Order Interactions in Rhythmic Processes Through Multivariate Spectral Information Decomposition.
IEEE Access, 2021

2020
Synergistic Information Transfer in the Global System of Financial Markets.
Entropy, 2020

Beyond pairwise network similarity: exploring Mediation and Suppression between networks.
CoRR, 2020

Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress.
Entropy, 2019

2018
Interaction Information Along Lifespan of the Resting Brain Dynamics Reveals a Major Redundant Role of the Default Mode Network.
Entropy, 2018

2017
Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes.
Entropy, 2017

Multiscale Granger causality analysis by à trous wavelet transform.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

2016
Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI.
IEEE Trans. Biomed. Eng., 2016

Geometry Shapes Propagation: Assessing the Presence and Absence of Cortical Symmetries through a Computational Model of Cortical Spreading Depression.
Frontiers Comput. Neurosci., 2016

Multiscale analysis of information dynamics for linear multivariate processes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality.
Neural Networks, 2015

Longitudinal variations of brain functional connectivity: A case report study based on a mouse model of epilepsy.
F1000Research, 2015

Information Flow Between Resting-State Networks.
Brain Connect., 2015

Synergy, redundancy and unnormalized Granger causality.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Synergy and redundancy in the Granger causal analysis of dynamical networks.
CoRR, 2014

2013
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data.
Medical Image Anal., 2013

Recovering Directed Networks in Neuroimaging Datasets Using Partially Conditioned Granger Causality.
Brain Connect., 2013

Effective connectivity and cortical information flow under visual stimulation in migraine with aura.
Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

2012
Information flow in a network model and the law of diminishing marginal returns
CoRR, 2012

Causal Information Approach to Partial Conditioning in Multivariate Data Sets.
Comput. Math. Methods Medicine, 2012

Decomposition of the Transfer Entropy: Partial Conditioning and Informative Clustering.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Expanding the transfer entropy to identify information subgraphs in complex systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Nonlinear connectivity by Granger causality.
NeuroImage, 2011

2008
Semi-supervised learning by search of optimal target vector.
Pattern Recognit. Lett., 2008

2007
Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series.
Artif. Intell. Medicine, 2007

Causality and communities in neural networks.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
An Invariance Property of Predictors in Kernel-Induced Hypothesis Spaces.
Neural Comput., 2006

Nonlinear parametric model for Granger causality of time series
CoRR, 2006

2003
Discrimination of different sources of signals in permanent scatterers technique by means of independent component analysis.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Phase unwrapping by means of scaling information and global optimization algorithms.
Proceedings of the SAR Image Analysis, 2002

Use of scaling information for stochastic atmospheric absolute phase screen retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

1999
AGAPE: Parallel Genetic Algorithm Programming Environment Developed for ape100/quadrics.
Comput. Artif. Intell., 1999

1998
Local and global strategies for InSAR phase unwrapping.
Proceedings of the SAR Image Analysis, 1998

Interferometric SAR Phase Unwrapping by Parallel Tempering on a APE100/Quadrics Supercomputer.
Proceedings of the High-Performance Computing and Networking, 1998

1997
A Bayesian approach for the median filter in image processing.
Signal Process., 1997


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