Dimitris Kugiumtzis

According to our database1, Dimitris Kugiumtzis authored at least 38 papers between 1994 and 2021.

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



In proceedings 
PhD thesis 


On csauthors.net:


The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series.
Entropy, 2021

Evaluation of algorithms for correction of transcranial magnetic stimulation-induced artifacts in electroencephalograms.
Medical Biol. Eng. Comput., 2019

Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series.
Int. J. Neural Syst., 2019

Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series.
Entropy, 2019

Testing the randomness of correlation networks from multivariate time series.
J. Complex Networks, 2019

Decoding Motor Imagery through Common Spatial Pattern Filters at the EEG Source Space.
Comput. Intell. Neurosci., 2018

The Concept of Effective Inflow: Application to Interictal Localization of the Epileptogenic Focus From iEEG.
IEEE Trans. Biomed. Eng., 2017

Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy.
Int. J. Neural Syst., 2017

Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model.
IEEE Trans. Signal Process., 2016

Markov chain order estimation with parametric significance tests of conditional mutual information.
Simul. Model. Pract. Theory, 2016

Direct Causal Networks for the Study of Transcranial Magnetic Stimulation Effects on Focal Epileptiform Discharges.
Int. J. Neural Syst., 2015

Transcranial Magnetic Stimulation Combined with EEG Reveals Covert States of Elevated Excitability in the Human Epileptic Brain.
Int. J. Neural Syst., 2015

Causality networks from multivariate time series and application to epilepsy.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Simulation of multivariate non-gaussian autoregressive time series with given autocovariance and marginals.
Simul. Model. Pract. Theory, 2014

Correlation Networks for Identifying Changes in Brain Connectivity during Epileptiform Discharges and Transcranial Magnetic Stimulation.
Sensors, 2014

A prediction scheme using perceptually important points and dynamic time warping.
Expert Syst. Appl., 2014

Investigating long range correlation in DNA sequences using significance tests of conditional mutual information.
Comput. Biol. Chem., 2014

Transcranial Magnetic Stimulation (TMS) modulates epileptiform discharges in patients with Frontal Lobe epilepsy: a Preliminary EEG-TMS Study.
Int. J. Neural Syst., 2013

Simulation Study of Direct Causality Measures in Multivariate Time Series.
Entropy, 2013

Direct coupling information measure from non-uniform embedding
CoRR, 2013

Partial Transfer Entropy on Rank Vectors
CoRR, 2013

Markov Chain Order estimation with Conditional Mutual Information
CoRR, 2013

Dimensionality reduction for enhanced 3D face recognition.
Proceedings of the 4th International Conference on Information, 2013

Geometrical facial feature selection for person identification.
Proceedings of the 16th International Conference on Information Fusion, 2013

Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability.
Proceedings of the Computing in Cardiology, 2013

Detection of Direct Causal Effects and Application to epileptic Electroencephalogram Analysis.
Int. J. Bifurc. Chaos, 2012

Nearest neighbor estimate of conditional mutual information in feature selection.
Expert Syst. Appl., 2012

Feature selection for classification of oscillating time series.
Expert Syst. J. Knowl. Eng., 2012

Methodological Advances in Brain Connectivity.
Comput. Math. Methods Medicine, 2012

Estimation of linear trend onset in time series.
Simul. Model. Pract. Theory, 2011

Normal correlation coefficient of non-normal variables using piece-wise linear approximation.
Comput. Stat., 2010

Non-uniform state space reconstruction and coupling detection
CoRR, 2010

Transfer Entropy on Rank Vectors
CoRR, 2010

Evaluation of Mutual Information estimators for Time Series.
Int. J. Bifurc. Chaos, 2009

Evaluation of Linear Trend Tests Using Resampling Techniques.
Commun. Stat. Simul. Comput., 2008

Time Series Feature Evaluation in Discriminating Preictal EEG States.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

On the Reliability of the surrogate Data Test for nonlinearity in the Analysis of noisy Time Series.
Int. J. Bifurc. Chaos, 2001

Estimation model for kinematic calibration of manipulators with a parallel structure.
J. Field Robotics, 1994