Dimitris Kugiumtzis

Milan Palus

Inf. Sci., 2025

2023

Information-based estimation of causality networks from high-dimensional multivariate time series.

[BibT_eX]

[DOI]

Akylas Fotiadis

J. Complex Networks, April, 2023

Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets.

[BibT_eX]

[DOI]

Akylas Fotiadis

Entropy, February, 2023

Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization.

[BibT_eX]

[DOI]

Apostolos Evangelidis

IEEE Trans. Signal Process., 2023

2022

Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series.

[BibT_eX]

[DOI]

Entropy, 2022

2021

Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series.

[BibT_eX]

[DOI]

Entropy, 2021

Detecting direct causality in multivariate time series: A comparative study.

[BibT_eX]

[DOI]

Angeliki Papana

Commun. Nonlinear Sci. Numer. Simul., 2021

2019

Evaluation of algorithms for correction of transcranial magnetic stimulation-induced artifacts in electroencephalograms.

[BibT_eX]

[DOI]

Pantelis Vafidis

Medical Biol. Eng. Comput., 2019

Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2019

Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series.

[BibT_eX]

[DOI]

Entropy, 2019

Testing the randomness of correlation networks from multivariate time series.

[BibT_eX]

[DOI]

Dimitris Chorozoglou

J. Complex Networks, 2019

2018

Decoding Motor Imagery through Common Spatial Pattern Filters at the EEG Source Space.

[BibT_eX]

[DOI]

Panagiotis D. Bamidis

Comput. Intell. Neurosci., 2018

2017

The Concept of Effective Inflow: Application to Interictal Localization of the Epileptogenic Focus From iEEG.

[BibT_eX]

[DOI]

Balu Krishnan

David Treiman

Konstantinos Tsakalis

Leon D. Iasemidis

IEEE Trans. Biomed. Eng., 2017

Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2017

2016

Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Markov chain order estimation with parametric significance tests of conditional mutual information.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2016

2015

Direct Causal Networks for the Study of Transcranial Magnetic Stimulation Effects on Focal Epileptiform Discharges.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2015

Transcranial Magnetic Stimulation Combined with EEG Reveals Covert States of Elevated Excitability in the Human Epileptic Brain.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2015

Causality networks from multivariate time series and application to epilepsy.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Simulation of multivariate non-gaussian autoregressive time series with given autocovariance and marginals.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2014

Correlation Networks for Identifying Changes in Brain Connectivity during Epileptiform Discharges and Transcranial Magnetic Stimulation.

[BibT_eX]

[DOI]

Sensors, 2014

A prediction scheme using perceptually important points and dynamic time warping.

[BibT_eX]

[DOI]

Prodromos Tsinaslanidis

Expert Syst. Appl., 2014

Investigating long range correlation in DNA sequences using significance tests of conditional mutual information.

[BibT_eX]

[DOI]

Comput. Biol. Chem., 2014

2013

Transcranial Magnetic Stimulation (TMS) modulates epileptiform discharges in patients with Frontal Lobe epilepsy: a Preliminary EEG-TMS Study.

[BibT_eX]

[DOI]

Sotirios Papagiannopoulos

Nikolaos Vlaikidis

Int. J. Neural Syst., 2013

Simulation Study of Direct Causality Measures in Multivariate Time Series.

[BibT_eX]

[DOI]

Entropy, 2013

Direct coupling information measure from non-uniform embedding

[BibT_eX]

[DOI]

CoRR, 2013

Partial Transfer Entropy on Rank Vectors

[BibT_eX]

[DOI]

CoRR, 2013

Markov Chain Order estimation with Conditional Mutual Information

[BibT_eX]

[DOI]

CoRR, 2013

Dimensionality reduction for enhanced 3D face recognition.

[BibT_eX]

[DOI]

Dimosthenis Ioannidis

Dimitrios Tzovaras

Proceedings of the 4th International Conference on Information, 2013

Geometrical facial feature selection for person identification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2013

2012

Detection of Direct Causal Effects and Application to epileptic Electroencephalogram Analysis.

[BibT_eX]

[DOI]

Angeliki Papana

Pål G. Larsson

Int. J. Bifurc. Chaos, 2012

Nearest neighbor estimate of conditional mutual information in feature selection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Feature selection for classification of oscillating time series.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2012

Methodological Advances in Brain Connectivity.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2012

2011

Estimation of linear trend onset in time series.

[BibT_eX]

[DOI]

Thanasis Vafeiadis

Simul. Model. Pract. Theory, 2011

2010

Normal correlation coefficient of non-normal variables using piece-wise linear approximation.

[BibT_eX]

[DOI]

Comput. Stat., 2010

Non-uniform state space reconstruction and coupling detection

[BibT_eX]

[DOI]

CoRR, 2010

Transfer Entropy on Rank Vectors

[BibT_eX]

[DOI]

CoRR, 2010

2009

Evaluation of Mutual Information estimators for Time Series.

[BibT_eX]

[DOI]

Angeliki Papana

Int. J. Bifurc. Chaos, 2009

2008

Evaluation of Linear Trend Tests Using Resampling Techniques.

[BibT_eX]

[DOI]

Thanasis Vafeiadis

Commun. Stat. Simul. Comput., 2008

2006

Time Series Feature Evaluation in Discriminating Preictal EEG States.

[BibT_eX]

[DOI]

Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

2001

On the Reliability of the surrogate Data Test for nonlinearity in the Analysis of noisy Time Series.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2001

1994

Estimation model for kinematic calibration of manipulators with a parallel structure.

[BibT_eX]

[DOI]