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Dimitris Kugiumtzis
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2020 – today
- 2023
- [j34]Akylas Fotiadis, Dimitris Kugiumtzis:
Information-based estimation of causality networks from high-dimensional multivariate time series. J. Complex Networks 11(3) (2023) - [j33]Akylas Fotiadis, Ioannis Vlachos
, Dimitris Kugiumtzis
Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets. Entropy 25(2): 370 (2023) - [j32]Apostolos Evangelidis
Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization. IEEE Trans. Signal Process. 71: 1586-1598 (2023) - 2022
- [j31]Maria Papapetrou, Elsa Siggiridou, Dimitris Kugiumtzis
Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series. Entropy 24(11): 1505 (2022) - 2021
- [j30]Angeliki Papana
Detecting direct causality in multivariate time series: A comparative study. Commun. Nonlinear Sci. Numer. Simul. 99: 105797 (2021) - [j29]Christos Koutlis
The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series. Entropy 23(2): 208 (2021) - [j28]Elsa Siggiridou, Dimitris Kugiumtzis
Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series. IEEE Trans. Signal Process. 69: 5638-5650 (2021)
2010 – 2019
- 2019
- [j27]Dimitris Chorozoglou
Testing the randomness of correlation networks from multivariate time series. J. Complex Networks 7(2): 190-209 (2019) - [j26]Elsa Siggiridou, Christos Koutlis
Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series. Entropy 21(11): 1080 (2019) - [j25]Christos Koutlis
Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series. Int. J. Neural Syst. 29(4): 1850051:1-1850051:18 (2019) - [j24]Pantelis Vafidis
Evaluation of algorithms for correction of transcranial magnetic stimulation-induced artifacts in electroencephalograms. Medical Biol. Eng. Comput. 57(12): 2599-2615 (2019) - [i7]Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Dimitris Kugiumtzis:
Evaluation of Granger causality measures for constructing networks from multivariate time series. CoRR abs/1910.14290 (2019) - 2018
- [j23]Ioannis Xygonakis
Decoding Motor Imagery through Common Spatial Pattern Filters at the EEG Source Space. Comput. Intell. Neurosci. 2018: 7957408:1-7957408:10 (2018) - 2017
- [j22]Dimitris Kugiumtzis, Christos Koutlis
Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy. Int. J. Neural Syst. 27(7): 1750037:1-1750037:17 (2017) - [j21]Ioannis Vlachos
The Concept of Effective Inflow: Application to Interictal Localization of the Epileptogenic Focus From iEEG. IEEE Trans. Biomed. Eng. 64(9): 2241-2252 (2017) - 2016
- [j20]Maria Papapetrou, Dimitris Kugiumtzis
Markov chain order estimation with parametric significance tests of conditional mutual information. Simul. Model. Pract. Theory 61: 1-13 (2016) - [j19]Elsa Siggiridou, Dimitris Kugiumtzis
Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model. IEEE Trans. Signal Process. 64(7): 1759-1773 (2016) - 2015
- [j18]Dimitris Kugiumtzis
Direct Causal Networks for the Study of Transcranial Magnetic Stimulation Effects on Focal Epileptiform Discharges. Int. J. Neural Syst. 25(5): 1550006:1-1550006:18 (2015) - [j17]Vasilios K. Kimiskidis
Transcranial Magnetic Stimulation Combined with EEG Reveals Covert States of Elevated Excitability in the Human Epileptic Brain. Int. J. Neural Syst. 25(5): 1550018:1-1550018:20 (2015) - [c5]Elsa Siggiridou, Christos Koutlis
Causality networks from multivariate time series and application to epilepsy. EMBC 2015: 4041-4044 - [i6]Maria Papapetrou, Dimitris Kugiumtzis:
Markov chain order estimation with parametric significance tests of conditional mutual information. CoRR abs/1511.02339 (2015) - 2014
- [j16]Maria Papapetrou, Dimitris Kugiumtzis
Investigating long range correlation in DNA sequences using significance tests of conditional mutual information. Comput. Biol. Chem. 53: 32-42 (2014) - [j15]Prodromos Tsinaslanidis
A prediction scheme using perceptually important points and dynamic time warping. Expert Syst. Appl. 41(15): 6848-6860 (2014) - [j14]Elsa Siggiridou, Dimitris Kugiumtzis
Correlation Networks for Identifying Changes in Brain Connectivity during Epileptiform Discharges and Transcranial Magnetic Stimulation. Sensors 14(7): 12585-12597 (2014) - [j13]Dimitris Kugiumtzis
Simulation of multivariate non-gaussian autoregressive time series with given autocovariance and marginals. Simul. Model. Pract. Theory 44: 42-53 (2014) - 2013
- [j12]Angeliki Papana
Simulation Study of Direct Causality Measures in Multivariate Time Series. Entropy 15(7): 2635-2661 (2013) - [j11]Vasilios K. Kimiskidis
Transcranial Magnetic Stimulation (TMS) modulates epileptiform discharges in patients with Frontal Lobe epilepsy: a Preliminary EEG-TMS Study. Int. J. Neural Syst. 23(1) (2013) - [c4]Alessandro Montalto, Daniele Marinazzo, Dimitris Kugiumtzis, Giandomenico Nollo, Luca Faes:
Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. CinC 2013: 747-750 - [c3]Alkiviadis Tsimpiris, Dimitris Kugiumtzis, Anastasios Drosou, Christos Ilioudis, George Pangalos, Dimitrios Tzovaras:
Geometrical facial feature selection for person identification. FUSION 2013: 730-735 - [c2]Anastasios Drosou, Alkiviadis Tsimpiris, Dimitris Kugiumtzis
Dimensionality reduction for enhanced 3D face recognition. IISA 2013: 1-8 - [i5]Maria Papapetrou, Dimitris Kugiumtzis:
Markov Chain Order estimation with Conditional Mutual Information. CoRR abs/1301.0148 (2013) - [i4]Dimitris Kugiumtzis:
Partial Transfer Entropy on Rank Vectors. CoRR abs/1303.6454 (2013) - [i3]Dimitris Kugiumtzis:
Direct coupling information measure from non-uniform embedding. CoRR abs/1305.6204 (2013) - 2012
- [j10]Luca Faes
Methodological Advances in Brain Connectivity. Comput. Math. Methods Medicine 2012: 492902:1-492902:2 (2012) - [j9]Alkiviadis Tsimpiris, Dimitris Kugiumtzis
Feature selection for classification of oscillating time series. Expert Syst. J. Knowl. Eng. 29(5): 456-477 (2012) - [j8]Alkiviadis Tsimpiris, Ioannis Vlachos
Nearest neighbor estimate of conditional mutual information in feature selection. Expert Syst. Appl. 39(16): 12697-12708 (2012) - [j7]Angeliki Papana
Detection of Direct Causal Effects and Application to epileptic Electroencephalogram Analysis. Int. J. Bifurc. Chaos 22(9) (2012) - 2011
- [j6]Thanasis Vafeiadis
Estimation of linear trend onset in time series. Simul. Model. Pract. Theory 19(5): 1384-1398 (2011) - 2010
- [j5]Dimitris Kugiumtzis
Normal correlation coefficient of non-normal variables using piece-wise linear approximation. Comput. Stat. 25(4): 645-662 (2010) - [i2]Dimitris Kugiumtzis:
Transfer Entropy on Rank Vectors. CoRR abs/1007.0357 (2010) - [i1]Ioannis Vlachos, Dimitris Kugiumtzis:
Non-uniform state space reconstruction and coupling detection. CoRR abs/1007.0394 (2010)
2000 – 2009
- 2009
- [j4]Angeliki Papana
Evaluation of Mutual Information estimators for Time Series. Int. J. Bifurc. Chaos 19(12): 4197-4215 (2009) - 2008
- [j3]Thanasis Vafeiadis
Evaluation of Linear Trend Tests Using Resampling Techniques. Commun. Stat. Simul. Comput. 37(5): 907-923 (2008) - 2006
- [c1]Dimitris Kugiumtzis, Angeliki Papana
Time Series Feature Evaluation in Discriminating Preictal EEG States. ISBMDA 2006: 298-310 - 2001
- [j2]Dimitris Kugiumtzis
On the Reliability of the surrogate Data Test for nonlinearity in the Analysis of noisy Time Series. Int. J. Bifurc. Chaos 11(7): 1881-1896 (2001)
1990 – 1999
- 1994
- [j1]Dimitris Kugiumtzis, Bjørn Lillekjendlic:
Estimation model for kinematic calibration of manipulators with a parallel structure. J. Field Robotics 11(5): 399-410 (1994)
Coauthor Index
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